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@article{DBLP:journals/jcisd/GerwenBBSLKC24,
author = {Puck van Gerwen and
Ksenia R. Briling and
Charlotte Bunne and
Vignesh Ram Somnath and
Rub{\'{e}}n Laplaza and
Andreas Krause and
Cl{\'{e}}mence Corminboeuf},
title = {3DReact: Geometric Deep Learning for Chemical Reactions},
journal = {J. Chem. Inf. Model.},
volume = {64},
number = {15},
pages = {5771--5785},
year = {2024},
url = {https://doi.org/10.1021/acs.jcim.4c00104},
doi = {10.1021/ACS.JCIM.4C00104},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/GerwenBBSLKC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BorsosMT024,
author = {Zal{\'{a}}n Borsos and
Mojm{\'{\i}}r Mutn{\'{y}} and
Marco Tagliasacchi and
Andreas Krause},
title = {Data Summarization via Bilevel Optimization},
journal = {J. Mach. Learn. Res.},
volume = {25},
pages = {73:1--73:53},
year = {2024},
url = {https://jmlr.org/papers/v25/21-1132.html},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BorsosMT024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/UsmanovaAK024,
author = {Ilnura Usmanova and
Yarden As and
Maryam Kamgarpour and
Andreas Krause},
title = {Log Barriers for Safe Black-box Optimization with Application to Safe
Reinforcement Learning},
journal = {J. Mach. Learn. Res.},
volume = {25},
pages = {171:1--171:54},
year = {2024},
url = {https://jmlr.org/papers/v25/22-0878.html},
timestamp = {Mon, 16 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/UsmanovaAK024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/BhardwajRSAHCK24,
author = {Arjun Bhardwaj and
Jonas Rothfuss and
Bhavya Sukhija and
Yarden As and
Marco Hutter and
Stelian Coros and
Andreas Krause},
title = {Data-Efficient Task Generalization via Probabilistic Model-Based Meta
Reinforcement Learning},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {9},
number = {4},
pages = {3918--3925},
year = {2024},
url = {https://doi.org/10.1109/lra.2024.3371260},
doi = {10.1109/LRA.2024.3371260},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/BhardwajRSAHCK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/JessingABAOK24,
author = {Max P. Jessing and
Abdalhalim Abuawad and
Timur Bikulov and
Jan R. Abresch and
Andreas Offenh{\"{a}}usser and
Hans{-}Joachim Krause},
title = {Isothermal Amplification Using Temperature-Controlled Frequency Mixing
Magnetic Detection-Based Portable Field-Testing Platform},
journal = {Sensors},
volume = {24},
number = {14},
pages = {4478},
year = {2024},
url = {https://doi.org/10.3390/s24144478},
doi = {10.3390/S24144478},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/JessingABAOK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KarimiH024,
author = {Mohammad Reza Karimi and
Ya{-}Ping Hsieh and
Andreas Krause},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Sinkhorn Flow as Mirror Flow: {A} Continuous-Time Framework for Generalizing
the Sinkhorn Algorithm},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {4186--4194},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/reza-karimi24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KarimiH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LindnerCTH024,
author = {David Lindner and
Xin Chen and
Sebastian Tschiatschek and
Katja Hofmann and
Andreas Krause},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Learning Safety Constraints from Demonstrations with Unknown Rewards},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {2386--2394},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/lindner24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LindnerCTH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Lorch0S24,
author = {Lars Lorch and
Andreas Krause and
Bernhard Sch{\"{o}}lkopf},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Causal Modeling with Stationary Diffusions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {1927--1935},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/lorch24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Lorch0S24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RameshSH0B24,
author = {Shyam Sundhar Ramesh and
Pier Giuseppe Sessa and
Yifan Hu and
Andreas Krause and
Ilija Bogunovic},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Distributionally Robust Model-based Reinforcement Learning with Large
State Spaces},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {100--108},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/sundhar-ramesh24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RameshSH0B24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Robert-Nicoud0B24,
author = {Daniel Robert{-}Nicoud and
Andreas Krause and
Viacheslav Borovitskiy},
editor = {Sanjoy Dasgupta and
Stephan Mandt and
Yingzhen Li},
title = {Intrinsic Gaussian Vector Fields on Manifolds},
booktitle = {International Conference on Artificial Intelligence and Statistics,
2-4 May 2024, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {238},
pages = {1306--1314},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v238/robert-nicoud24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Robert-Nicoud0B24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AlaturRH024,
author = {Pragnya Alatur and
Giorgia Ramponi and
Niao He and
Andreas Krause},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Provably Learning Nash Policies in Constrained Markov Potential Games},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {31--39},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3662849},
doi = {10.5555/3635637.3662849},
timestamp = {Wed, 26 Jun 2024 14:06:50 +0200},
biburl = {https://dblp.org/rec/conf/atal/AlaturRH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/JusupPJZC0B24,
author = {Matej Jusup and
Barna P{\'{a}}sztor and
Tadeusz Janik and
Kenan Zhang and
Francesco Corman and
Andreas Krause and
Ilija Bogunovic},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Safe Model-Based Multi-Agent Mean-Field Reinforcement Learning},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {973--982},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
/ {ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3662952},
doi = {10.5555/3635637.3662952},
timestamp = {Fri, 03 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/JusupPJZC0B24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PrajapatMZ024,
author = {Manish Prajapat and
Mojmir Mutny and
Melanie N. Zeilinger and
Andreas Krause},
title = {Submodular Reinforcement Learning},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=loYSzjSaAK},
timestamp = {Mon, 29 Jul 2024 16:19:40 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PrajapatMZ024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SussexSM024,
author = {Scott Sussex and
Pier Giuseppe Sessa and
Anastasia Makarova and
Andreas Krause},
title = {Adversarial Causal Bayesian Optimization},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=YcW8i9VCf5},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SussexSM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuangH024,
author = {Jiawei Huang and
Niao He and
Andreas Krause},
title = {Model-Based {RL} for Mean-Field Games is not Statistically Harder
than Single-Agent {RL}},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=4ye2I5OelI},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuangH024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SantiJLM024,
author = {Riccardo De Santi and
Federico Arangath Joseph and
Noah Liniger and
Mirco Mutti and
Andreas Krause},
title = {Geometric Active Exploration in Markov Decision Processes: the Benefit
of Abstraction},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=2JYOxcGlRe},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SantiJLM024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SantiP024,
author = {Riccardo De Santi and
Manish Prajapat and
Andreas Krause},
title = {Global Reinforcement Learning : Beyond Linear and Convex Rewards via
Submodular Semi-gradient Methods},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=0M2tNui8jX},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SantiP024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/TritscherWKHS24,
author = {Julian Tritscher and
Maximilian Wolf and
Anna Krause and
Andreas Hotho and
Daniel Schl{\"{o}}r},
editor = {Andreas Hotho and
Sebastian Rudolph},
title = {Data Generation for Explainable Occupational Fraud Detection},
booktitle = {{KI} 2024: Advances in Artificial Intelligence - 47th German Conference
on AI, W{\"{u}}rzburg, Germany, September 25-27, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14992},
pages = {246--259},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70893-0\_18},
doi = {10.1007/978-3-031-70893-0\_18},
timestamp = {Wed, 04 Sep 2024 21:11:47 +0200},
biburl = {https://dblp.org/rec/conf/ki/TritscherWKHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DulnyHHK24,
author = {Andrzej Dulny and
Paul Heinisch and
Andreas Hotho and
Anna Krause},
editor = {Albert Bifet and
Jesse Davis and
Tomas Krilavicius and
Meelis Kull and
Eirini Ntoutsi and
Indre Zliobaite},
title = {GrINd: Grid Interpolation Network for Scattered Observations},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2024, Vilnius, Lithuania, September
9-13, 2024, Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {14947},
pages = {177--193},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-70368-3\_11},
doi = {10.1007/978-3-031-70368-3\_11},
timestamp = {Wed, 11 Sep 2024 11:32:09 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DulnyHHK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-08351,
author = {Mahrokh Ghoddousi Boroujeni and
Andreas Krause and
Giancarlo Ferrari{-}Trecate},
title = {Personalized Federated Learning of Probabilistic Models: {A} PAC-Bayesian
Approach},
journal = {CoRR},
volume = {abs/2401.08351},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.08351},
doi = {10.48550/ARXIV.2401.08351},
eprinttype = {arXiv},
eprint = {2401.08351},
timestamp = {Thu, 01 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-08351.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05724,
author = {Jiawei Huang and
Niao He and
Andreas Krause},
title = {Model-Based {RL} for Mean-Field Games is not Statistically Harder
than Single-Agent {RL}},
journal = {CoRR},
volume = {abs/2402.05724},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05724},
doi = {10.48550/ARXIV.2402.05724},
eprinttype = {arXiv},
eprint = {2402.05724},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06562,
author = {Manish Prajapat and
Johannes K{\"{o}}hler and
Matteo Turchetta and
Andreas Krause and
Melanie N. Zeilinger},
title = {Safe Guaranteed Exploration for Non-linear Systems},
journal = {CoRR},
volume = {abs/2402.06562},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06562},
doi = {10.48550/ARXIV.2402.06562},
eprinttype = {arXiv},
eprint = {2402.06562},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08406,
author = {Jose Pablo Folch and
Calvin Tsay and
Robert M. Lee and
Behrang Shafei and
Weronika Ormaniec and
Andreas Krause and
Mark van der Wilk and
Ruth Misener and
Mojm{\'{\i}}r Mutn{\'{y}}},
title = {Transition Constrained Bayesian Optimization via Markov Decision Processes},
journal = {CoRR},
volume = {abs/2402.08406},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08406},
doi = {10.48550/ARXIV.2402.08406},
eprinttype = {arXiv},
eprint = {2402.08406},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08406.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15441,
author = {Jonas H{\"{u}}botter and
Bhavya Sukhija and
Lenart Treven and
Yarden As and
Andreas Krause},
title = {Active Few-Shot Fine-Tuning},
journal = {CoRR},
volume = {abs/2402.15441},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15441},
doi = {10.48550/ARXIV.2402.15441},
eprinttype = {arXiv},
eprint = {2402.15441},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15898,
author = {Jonas H{\"{u}}botter and
Bhavya Sukhija and
Lenart Treven and
Yarden As and
Andreas Krause},
title = {Information-based Transductive Active Learning},
journal = {CoRR},
volume = {abs/2402.15898},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15898},
doi = {10.48550/ARXIV.2402.15898},
eprinttype = {arXiv},
eprint = {2402.15898},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-16644,
author = {Jonas Rothfuss and
Bhavya Sukhija and
Lenart Treven and
Florian D{\"{o}}rfler and
Stelian Coros and
Andreas Krause},
title = {Bridging the Sim-to-Real Gap with Bayesian Inference},
journal = {CoRR},
volume = {abs/2403.16644},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.16644},
doi = {10.48550/ARXIV.2403.16644},
eprinttype = {arXiv},
eprint = {2403.16644},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-16644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17064,
author = {Stefan Andreas Baumann and
Felix Krause and
Michael Neumayr and
Nick Stracke and
Vincent Tao Hu and
Bj{\"{o}}rn Ommer},
title = {Continuous, Subject-Specific Attribute Control in {T2I} Models by
Identifying Semantic Directions},
journal = {CoRR},
volume = {abs/2403.17064},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17064},
doi = {10.48550/ARXIV.2403.17064},
eprinttype = {arXiv},
eprint = {2403.17064},
timestamp = {Tue, 16 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17790,
author = {Mahrokh Ghoddousi Boroujeni and
Clara Luc{\'{\i}}a Galimberti and
Andreas Krause and
Giancarlo Ferrari{-}Trecate},
title = {A PAC-Bayesian Framework for Optimal Control with Stability Guarantees},
journal = {CoRR},
volume = {abs/2403.17790},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17790},
doi = {10.48550/ARXIV.2403.17790},
eprinttype = {arXiv},
eprint = {2403.17790},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17790.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18438,
author = {Pascal Janetzky and
Florian Gallusser and
Simon Hentschel and
Andreas Hotho and
Anna Krause},
title = {Global Vegetation Modeling with Pre-Trained Weather Transformers},
journal = {CoRR},
volume = {abs/2403.18438},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18438},
doi = {10.48550/ARXIV.2403.18438},
eprinttype = {arXiv},
eprint = {2403.18438},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18438.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-19570,
author = {Andrzej Dulny and
Paul Heinisch and
Andreas Hotho and
Anna Krause},
title = {GrINd: Grid Interpolation Network for Scattered Observations},
journal = {CoRR},
volume = {abs/2403.19570},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.19570},
doi = {10.48550/ARXIV.2403.19570},
eprinttype = {arXiv},
eprint = {2403.19570},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-19570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-05890,
author = {Yarden As and
Bhavya Sukhija and
Andreas Krause},
title = {Safe Exploration Using Bayesian World Models and Log-Barrier Optimization},
journal = {CoRR},
volume = {abs/2405.05890},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.05890},
doi = {10.48550/ARXIV.2405.05890},
eprinttype = {arXiv},
eprint = {2405.05890},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-05890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-01163,
author = {Lenart Treven and
Bhavya Sukhija and
Yarden As and
Florian D{\"{o}}rfler and
Andreas Krause},
title = {When to Sense and Control? {A} Time-adaptive Approach for Continuous-Time
{RL}},
journal = {CoRR},
volume = {abs/2406.01163},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.01163},
doi = {10.48550/ARXIV.2406.01163},
eprinttype = {arXiv},
eprint = {2406.01163},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-01163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-01175,
author = {Bhavya Sukhija and
Lenart Treven and
Florian D{\"{o}}rfler and
Stelian Coros and
Andreas Krause},
title = {NeoRL: Efficient Exploration for Nonepisodic {RL}},
journal = {CoRR},
volume = {abs/2406.01175},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.01175},
doi = {10.48550/ARXIV.2406.01175},
eprinttype = {arXiv},
eprint = {2406.01175},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-01175.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-01575,
author = {Vinzenz Thoma and
Barna Pasztor and
Andreas Krause and
Giorgia Ramponi and
Yifan Hu},
title = {Stochastic Bilevel Optimization with Lower-Level Contextual Markov
Decision Processes},
journal = {CoRR},
volume = {abs/2406.01575},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.01575},
doi = {10.48550/ARXIV.2406.01575},
eprinttype = {arXiv},
eprint = {2406.01575},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-01575.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-03932,
author = {Omar G. Younis and
Luca Corinzia and
Ioannis N. Athanasiadis and
Andreas Krause and
Joachim M. Buhmann and
Matteo Turchetta},
title = {Breeding Programs Optimization with Reinforcement Learning},
journal = {CoRR},
volume = {abs/2406.03932},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.03932},
doi = {10.48550/ARXIV.2406.03932},
eprinttype = {arXiv},
eprint = {2406.03932},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-03932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11601,
author = {Weronika Ormaniec and
Scott Sussex and
Lars Lorch and
Bernhard Sch{\"{o}}lkopf and
Andreas Krause},
title = {Standardizing Structural Causal Models},
journal = {CoRR},
volume = {abs/2406.11601},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11601},
doi = {10.48550/ARXIV.2406.11601},
eprinttype = {arXiv},
eprint = {2406.11601},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11601.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16745,
author = {Barna P{\'{a}}sztor and
Parnian Kassraie and
Andreas Krause},
title = {Bandits with Preference Feedback: {A} Stackelberg Game Perspective},
journal = {CoRR},
volume = {abs/2406.16745},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16745},
doi = {10.48550/ARXIV.2406.16745},
eprinttype = {arXiv},
eprint = {2406.16745},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16745.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-09905,
author = {Riccardo De Santi and
Manish Prajapat and
Andreas Krause},
title = {Global Reinforcement Learning: Beyond Linear and Convex Rewards via
Submodular Semi-gradient Methods},
journal = {CoRR},
volume = {abs/2407.09905},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.09905},
doi = {10.48550/ARXIV.2407.09905},
eprinttype = {arXiv},
eprint = {2407.09905},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-09905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-13364,
author = {Riccardo De Santi and
Federico Arangath Joseph and
Noah Liniger and
Mirco Mutti and
Andreas Krause},
title = {Geometric Active Exploration in Markov Decision Processes: the Benefit
of Abstraction},
journal = {CoRR},
volume = {abs/2407.13364},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.13364},
doi = {10.48550/ARXIV.2407.13364},
eprinttype = {arXiv},
eprint = {2407.13364},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-13364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2408-09495,
author = {Marco Bagatella and
Andreas Krause and
Georg Martius},
title = {Directed Exploration in Reinforcement Learning from Linear Temporal
Logic},
journal = {CoRR},
volume = {abs/2408.09495},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2408.09495},
doi = {10.48550/ARXIV.2408.09495},
eprinttype = {arXiv},
eprint = {2408.09495},
timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2408-09495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/SukhijaTLKTB23,
author = {Bhavya Sukhija and
Matteo Turchetta and
David Lindner and
Andreas Krause and
Sebastian Trimpe and
Dominik Baumann},
title = {GoSafeOpt: Scalable safe exploration for global optimization of dynamical
systems},
journal = {Artif. Intell.},
volume = {320},
pages = {103922},
year = {2023},
url = {https://doi.org/10.1016/j.artint.2023.103922},
doi = {10.1016/J.ARTINT.2023.103922},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ai/SukhijaTLKTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/YounisTSYSAKBC23,
author = {Omar G. Younis and
Matteo Turchetta and
Daniel Ariza Suarez and
Steven Yates and
Bruno Studer and
Ioannis N. Athanasiadis and
Andreas Krause and
Joachim M. Buhmann and
Luca Corinzia},
title = {ChromaX: a fast and scalable breeding program simulator},
journal = {Bioinform.},
volume = {39},
number = {12},
year = {2023},
url = {https://doi.org/10.1093/bioinformatics/btad691},
doi = {10.1093/BIOINFORMATICS/BTAD691},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/YounisTSYSAKBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/SteiningerAZKPH23,
author = {Michael Steininger and
Daniel Abel and
Katrin Ziegler and
Anna Krause and
Heiko Paeth and
Andreas Hotho},
title = {ConvMOS: climate model output statistics with deep learning},
journal = {Data Min. Knowl. Discov.},
volume = {37},
number = {1},
pages = {136--166},
year = {2023},
url = {https://doi.org/10.1007/s10618-022-00877-6},
doi = {10.1007/S10618-022-00877-6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/SteiningerAZKPH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/frai/TritscherKH23,
author = {Julian Tritscher and
Anna Krause and
Andreas Hotho},
title = {Feature relevance {XAI} in anomaly detection: Reviewing approaches
and challenges},
journal = {Frontiers Artif. Intell.},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/frai.2023.1099521},
doi = {10.3389/FRAI.2023.1099521},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/frai/TritscherKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HouKK0R23,
author = {Songyan Hou and
Parnian Kassraie and
Anastasis Kratsios and
Andreas Krause and
Jonas Rothfuss},
title = {Instance-Dependent Generalization Bounds via Optimal Transport},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {349:1--349:51},
year = {2023},
url = {http://jmlr.org/papers/v24/22-1293.html},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HouKK0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KirschnerL023,
author = {Johannes Kirschner and
Tor Lattimore and
Andreas Krause},
title = {Linear Partial Monitoring for Sequential Decision Making: Algorithms,
Regret Bounds and Applications},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {346:1--346:45},
year = {2023},
url = {http://jmlr.org/papers/v24/22-1248.html},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KirschnerL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RothfussJF023,
author = {Jonas Rothfuss and
Martin Josifoski and
Vincent Fortuin and
Andreas Krause},
title = {Scalable PAC-Bayesian Meta-Learning via the PAC-Optimal Hyper-Posterior:
From Theory to Practice},
journal = {J. Mach. Learn. Res.},
volume = {24},
pages = {386:1--386:62},
year = {2023},
url = {http://jmlr.org/papers/v24/22-1254.html},
timestamp = {Thu, 12 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RothfussJF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mansci/WitkowskiFVPK23,
author = {Jens Witkowski and
Rupert Freeman and
Jennifer Wortman Vaughan and
David M. Pennock and
Andreas Krause},
title = {Incentive-Compatible Forecasting Competitions},
journal = {Manag. Sci.},
volume = {69},
number = {3},
pages = {1354--1374},
year = {2023},
url = {https://doi.org/10.1287/mnsc.2022.4410},
doi = {10.1287/MNSC.2022.4410},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mansci/WitkowskiFVPK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BerkenkampKS23,
author = {Felix Berkenkamp and
Andreas Krause and
Angela P. Schoellig},
title = {Bayesian optimization with safety constraints: safe and automatic
parameter tuning in robotics},
journal = {Mach. Learn.},
volume = {112},
number = {10},
pages = {3713--3747},
year = {2023},
url = {https://doi.org/10.1007/s10994-021-06019-1},
doi = {10.1007/S10994-021-06019-1},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BerkenkampKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/KonigOMBKR23,
author = {Christopher K{\"{o}}nig and
Miks Ozols and
Anastasia Makarova and
Efe C. Balta and
Andreas Krause and
Alisa Rupenyan},
title = {Safe Risk-Averse Bayesian Optimization for Controller Tuning},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {8},
number = {12},
pages = {8208--8215},
year = {2023},
url = {https://doi.org/10.1109/LRA.2023.3325991},
doi = {10.1109/LRA.2023.3325991},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/KonigOMBKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/GehringGWKSU23,
author = {Jonas Gehring and
Deepak Gopinath and
Jungdam Won and
Andreas Krause and
Gabriel Synnaeve and
Nicolas Usunier},
title = {Leveraging Demonstrations with Latent Space Priors},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=OzGIu4T4Cz},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/GehringGWKSU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PasztorKB23,
author = {Barna P{\'{a}}sztor and
Andreas Krause and
Ilija Bogunovic},
title = {Efficient Model-Based Multi-Agent Mean-Field Reinforcement Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=gvcDSDYUZx},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PasztorKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BorovitskiyKS023,
author = {Viacheslav Borovitskiy and
Mohammad Reza Karimi and
Vignesh Ram Somnath and
Andreas Krause},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Isotropic Gaussian Processes on Finite Spaces of Graphs},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {4556--4574},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/borovitskiy23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BorovitskiyKS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BunneHC023,
author = {Charlotte Bunne and
Ya{-}Ping Hsieh and
Marco Cuturi and
Andreas Krause},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {The Schr{\"{o}}dinger Bridge between Gaussian Measures has a
Closed Form},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {5802--5833},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/bunne23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BunneHC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HageleRLSS023,
author = {Alexander H{\"{a}}gele and
Jonas Rothfuss and
Lars Lorch and
Vignesh Ram Somnath and
Bernhard Sch{\"{o}}lkopf and
Andreas Krause},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {BaCaDI: Bayesian Causal Discovery with Unknown Interventions},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {1411--1436},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/hagele23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HageleRLSS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MutnyJ023,
author = {Mojmir Mutny and
Tadeusz Janik and
Andreas Krause},
editor = {Francisco J. R. Ruiz and
Jennifer G. Dy and
Jan{-}Willem van de Meent},
title = {Active Exploration via Experiment Design in Markov Chains},
booktitle = {International Conference on Artificial Intelligence and Statistics,
25-27 April 2023, Palau de Congressos, Valencia, Spain},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {7349--7374},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/mutny23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MutnyJ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/Geyer0LAPKHL23,
author = {Andreas Geyer and
Daniel Ritter and
Dong Hun Lee and
Minseon Ahn and
Johannes Pietrzyk and
Alexander Krause and
Dirk Habich and
Wolfgang Lehner},
editor = {Birgitta K{\"{o}}nig{-}Ries and
Stefanie Scherzinger and
Wolfgang Lehner and
Gottfried Vossen},
title = {Working with Disaggregated Systems. What are the Challenges and Opportunities
of {RDMA} and CXL?},
booktitle = {Datenbanksysteme f{\"{u}}r Business, Technologie und Web {(BTW}
2023), 20. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme"
(DBIS), 06.-10, M{\"{a}}rz 2023, Dresden, Germany, Proceedings},
series = {{LNI}},
volume = {{P-331}},
pages = {751--755},
publisher = {Gesellschaft f{\"{u}}r Informatik e.V.},
year = {2023},
url = {https://doi.org/10.18420/BTW2023-47},
doi = {10.18420/BTW2023-47},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/btw/Geyer0LAPKHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/GeyerKHL23,
author = {Andreas Geyer and
Alexander Krause and
Dirk Habich and
Wolfgang Lehner},
title = {Pipeline Group Optimization on Disaggregated Systems},
booktitle = {13th Conference on Innovative Data Systems Research, {CIDR} 2023,
Amsterdam, The Netherlands, January 8-11, 2023},
publisher = {www.cidrdb.org},
year = {2023},
url = {https://www.cidrdb.org/cidr2023/papers/p60-geyer.pdf},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/GeyerKHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cordi/BacherGKMRV23,
author = {Tabea Bacher and
Christiane G{\"{o}}rgen and
Tabea Krause and
Andreas Matt and
Daniel Ramos and
Bianca Violet},
editor = {York Sure{-}Vetter and
Carole A. Goble},
title = {Spreading the Love for Mathematical Research Data},
booktitle = {1st Conference on Research Data Infrastructure - Connecting Communities,
CoRDI 2023, Karlsruhe, Germany, September 12-14, 2023},
publisher = {{TIB} Open Publishing},
year = {2023},
url = {https://doi.org/10.52825/cordi.v1i.369},
doi = {10.52825/CORDI.V1I.369},
timestamp = {Sat, 21 Oct 2023 10:46:27 +0200},
biburl = {https://dblp.org/rec/conf/cordi/BacherGKMRV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/WidmerKSH0C23,
author = {Daniel Widmer and
Dongho Kang and
Bhavya Sukhija and
Jonas H{\"{u}}botter and
Andreas Krause and
Stelian Coros},
editor = {Jie Tan and
Marc Toussaint and
Kourosh Darvish},
title = {Tuning Legged Locomotion Controllers via Safe Bayesian Optimization},
booktitle = {Conference on Robot Learning, CoRL 2023, 6-9 November 2023, Atlanta,
GA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {229},
pages = {2444--2464},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v229/widmer23a.html},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/corl/WidmerKSH0C23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dimes/GeyerPKHLFW23,
author = {Andreas Geyer and
Johannes Pietrzyk and
Alexander Krause and
Dirk Habich and
Wolfgang Lehner and
Christian F{\"{a}}rber and
Thomas Willhalm},
title = {Near to Far: An Evaluation of Disaggregated Memory for In-Memory Data
Processing},
booktitle = {Proceedings of the 1st Workshop on Disruptive Memory Systems, {DIMES}
2023, Koblenz, Germany, 23 October 2023},
pages = {16--22},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3609308.3625271},
doi = {10.1145/3609308.3625271},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dimes/GeyerPKHLFW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/KaufmannRKH23,
author = {Andreas Kaufmann and
Dirk Riehle and
Julia Krause and
Nikolay Harutyunyan},
editor = {Tung X. Bui},
title = {A Solution for Automated Grading of {QDA} Homework},
booktitle = {56th Hawaii International Conference on System Sciences, {HICSS} 2023,
Maui, Hawaii, USA, January 3-6, 2023},
pages = {44--53},
publisher = {ScholarSpace},
year = {2023},
url = {https://hdl.handle.net/10125/102635},
timestamp = {Thu, 16 Feb 2023 16:52:47 +0100},
biburl = {https://dblp.org/rec/conf/hicss/KaufmannRKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/EsfandiariKK0MV23,
author = {Hossein Esfandiari and
Alkis Kalavasis and
Amin Karbasi and
Andreas Krause and
Vahab Mirrokni and
Grigoris Velegkas},
title = {Replicable Bandits},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=gcD2UtCGMc2},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/EsfandiariKK0MV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiMKCN00B23,
author = {Xiang Li and
Viraj Mehta and
Johannes Kirschner and
Ian Char and
Willie Neiswanger and
Jeff Schneider and
Andreas Krause and
Ilija Bogunovic},
title = {Near-optimal Policy Identification in Active Reinforcement Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=3OR2tbtnYC-},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiMKCN00B23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PavasovicR023,
author = {Krunoslav Lehman Pavasovic and
Jonas Rothfuss and
Andreas Krause},
title = {{MARS:} Meta-learning as Score Matching in the Function Space},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=WAgXmT8BeRj},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PavasovicR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SussexM023,
author = {Scott Sussex and
Anastasia Makarova and
Andreas Krause},
title = {Model-based Causal Bayesian Optimization},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=Vk-34OQ7rFo},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SussexM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SukhijaKZZCKC23,
author = {Bhavya Sukhija and
Nathanael K{\"{o}}hler and
Miguel Zamora and
Simon Zimmermann and
Sebastian Curi and
Andreas Krause and
Stelian Coros},
title = {Gradient-Based Trajectory Optimization With Learned Dynamics},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2023, London, UK, May 29 - June 2, 2023},
pages = {1011--1018},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICRA48891.2023.10161574},
doi = {10.1109/ICRA48891.2023.10161574},
timestamp = {Tue, 08 Aug 2023 10:24:29 +0200},
biburl = {https://dblp.org/rec/conf/icra/SukhijaKZZCKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwssip/JanetzkySKH23,
author = {Pascal Janetzky and
Melanie Schaller and
Anna Krause and
Andreas Hotho},
title = {Swarming Detection in Smart Beehives Using Auto Encoders for Audio
Data},
booktitle = {30th International Conference on Systems, Signals and Image Processing,
{IWSSIP} 2023, Ohrid, North Macedonia, June 27-29, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IWSSIP58668.2023.10180253},
doi = {10.1109/IWSSIP58668.2023.10180253},
timestamp = {Thu, 27 Jul 2023 08:17:07 +0200},
biburl = {https://dblp.org/rec/conf/iwssip/JanetzkySKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/JanetzkyLHK23,
author = {Pascal Janetzky and
Philip Lissmann and
Andreas Hotho and
Anna Krause},
editor = {Michael Leyer and
Johannes Wichmann},
title = {Automatic Speech Detection on a Smart Beehive's Raspberry Pi},
booktitle = {Lernen, Wissen, Daten, Analysen {(LWDA)} Conference Proceedings, Marburg,
Germany, October 9-11, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3630},
pages = {424--429},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3630/LWDA2023-paper37.pdf},
timestamp = {Wed, 07 Feb 2024 16:02:39 +0100},
biburl = {https://dblp.org/rec/conf/lwa/JanetzkyLHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EmmeneggerM023,
author = {Nicolas Emmenegger and
Mojmir Mutny and
Andreas Krause},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Likelihood Ratio Confidence Sets for Sequential Decision Making},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5491280797f3192b895bce84eb83df8d-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/EmmeneggerM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FicheraB0B23,
author = {Bernardo Fichera and
Slava Borovitskiy and
Andreas Krause and
Aude Gemma Billard},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Implicit Manifold Gaussian Process Regression},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/d611d06e3207330555fbc10810e70163-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FicheraB0B23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HsiehJ0M23,
author = {Ya{-}Ping Hsieh and
Mohammad Reza Karimi Jaghargh and
Andreas Krause and
Panayotis Mertikopoulos},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Riemannian stochastic optimization methods avoid strict saddle points},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5e809ba53f34d9170386ebfc8b60300f-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HsiehJ0M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HuW00023,
author = {Yifan Hu and
Jie Wang and
Yao Xie and
Andreas Krause and
Daniel Kuhn},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Contextual Stochastic Bilevel Optimization},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/f77d9409647c096789067c09455858a2-Abstract-Conference.html},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HuW00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JagharghH023,
author = {Mohammad Reza Karimi Jaghargh and
Ya{-}Ping Hsieh and
Andreas Krause},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {A Dynamical System View of Langevin-Based Non-Convex Sampling},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/80f253dcb51cd2af7ce54e9379fb3521-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JagharghH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JagharghH023a,
author = {Mohammad Reza Karimi Jaghargh and
Ya{-}Ping Hsieh and
Andreas Krause},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Stochastic Approximation Algorithms for Systems of Interacting Particles},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/aebbbfa9680eafefd43a0edc85c101f9-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JagharghH023a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KassraieE0P23,
author = {Parnian Kassraie and
Nicolas Emmenegger and
Andreas Krause and
Aldo Pacchiano},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Anytime Model Selection in Linear Bandits},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/5e11d23b18261d1b76d14da7a285fd0c-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KassraieE0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Paulus023,
author = {Max B. Paulus and
Andreas Krause},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Learning To Dive In Branch And Bound},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/6bbda0824bcc20749f21510fd8b28de5-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Paulus023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SessaLC023,
author = {Pier Giuseppe Sessa and
Pierre Laforgue and
Nicol{\`{o}} Cesa{-}Bianchi and
Andreas Krause},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Multitask Learning with No Regret: from Improved Confidence Bounds
to Active Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/15d15045f93b44d933a260b249608d43-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SessaLC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SukhijaTSBC023,
author = {Bhavya Sukhija and
Lenart Treven and
Cansu Sancaktar and
Sebastian Blaes and
Stelian Coros and
Andreas Krause},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Optimistic Active Exploration of Dynamical Systems},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/77b5aaf2826c95c98e5eb4ab830073de-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SukhijaTSBC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TrevenHSD023,
author = {Lenart Treven and
Jonas H{\"{u}}botter and
Bhavya Sukhija and
Florian D{\"{o}}rfler and
Andreas Krause},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Efficient Exploration in Continuous-time Model-based Reinforcement
Learning},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/836012122f3de08aeeae67369b087964-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TrevenHSD023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DulnyHK23,
author = {Andrzej Dulny and
Andreas Hotho and
Anna Krause},
editor = {Danai Koutra and
Claudia Plant and
Manuel Gomez{-}Rodriguez and
Elena Baralis and
Francesco Bonchi},
title = {DynaBench: {A} Benchmark Dataset for Learning Dynamical Systems from
Low-Resolution Data},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, {ECML} {PKDD} 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14169},
pages = {438--455},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43412-9\_26},
doi = {10.1007/978-3-031-43412-9\_26},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DulnyHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GorjiA023,
author = {Ali Gorji and
Andisheh Amrollahi and
Andreas Krause},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {A scalable Walsh-Hadamard regularizer to overcome the low-degree spectral
bias of neural networks},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {723--733},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/gorji23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/GorjiA023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RothfussSBK023,
author = {Jonas Rothfuss and
Bhavya Sukhija and
Tobias Birchler and
Parnian Kassraie and
Andreas Krause},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Hallucinated adversarial control for conservative offline policy evaluation},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1774--1784},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/rothfuss23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/RothfussSBK023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SchurKR023,
author = {Felix Schur and
Parnian Kassraie and
Jonas Rothfuss and
Andreas Krause},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Lifelong bandit optimization: no prior and no regret},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1847--1857},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/schur23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SchurKR023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SomnathPHM0B23,
author = {Vignesh Ram Somnath and
Matteo Pariset and
Ya{-}Ping Hsieh and
Mar{\'{\i}}a Rodr{\'{\i}}guez Mart{\'{\i}}nez and
Andreas Krause and
Charlotte Bunne},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Aligned Diffusion Schr{\"{o}}dinger Bridges},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1985--1995},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/somnath23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/SomnathPHM0B23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2023,
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v202/},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-09943,
author = {Max B. Paulus and
Andreas Krause},
title = {Learning To Dive In Branch And Bound},
journal = {CoRR},
volume = {abs/2301.09943},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.09943},
doi = {10.48550/ARXIV.2301.09943},
eprinttype = {arXiv},
eprint = {2301.09943},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-09943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03683,
author = {Johannes Kirschner and
Tor Lattimore and
Andreas Krause},
title = {Linear Partial Monitoring for Sequential Decision-Making: Algorithms,
Regret Bounds and Applications},
journal = {CoRR},
volume = {abs/2302.03683},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03683},
doi = {10.48550/ARXIV.2302.03683},
eprinttype = {arXiv},
eprint = {2302.03683},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-11419,
author = {Vignesh Ram Somnath and
Matteo Pariset and
Ya{-}Ping Hsieh and
Mar{\'{\i}}a Rodr{\'{\i}}guez Mart{\'{\i}}nez and
Andreas Krause and
Charlotte Bunne},
title = {Aligned Diffusion Schr{\"{o}}dinger Bridges},
journal = {CoRR},
volume = {abs/2302.11419},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.11419},
doi = {10.48550/ARXIV.2302.11419},
eprinttype = {arXiv},
eprint = {2302.11419},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-11419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-01076,
author = {Jonas Rothfuss and
Bhavya Sukhija and
Tobias Birchler and
Parnian Kassraie and
Andreas Krause},
title = {Hallucinated Adversarial Control for Conservative Offline Policy Evaluation},
journal = {CoRR},
volume = {abs/2303.01076},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.01076},
doi = {10.48550/ARXIV.2303.01076},
eprinttype = {arXiv},
eprint = {2303.01076},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-01076.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-05354,
author = {Yunke Ao and
Hooman Esfandiari and
Fabio Carrillo and
Yarden As and
Mazda Farshad and
Benjamin F. Grewe and
Andreas Krause and
Philipp F{\"{u}}rnstahl},
title = {Safe Deep {RL} for Intraoperative Planning of Pedicle Screw Placement},
journal = {CoRR},
volume = {abs/2305.05354},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.05354},
doi = {10.48550/ARXIV.2305.05354},
eprinttype = {arXiv},
eprint = {2305.05354},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-05354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09779,
author = {Ali Gorji and
Andisheh Amrollahi and
Andreas Krause},
title = {A Scalable Walsh-Hadamard Regularizer to Overcome the Low-degree Spectral
Bias of Neural Networks},
journal = {CoRR},
volume = {abs/2305.09779},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09779},
doi = {10.48550/ARXIV.2305.09779},
eprinttype = {arXiv},
eprint = {2305.09779},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16147,
author = {David Lindner and
Xin Chen and
Sebastian Tschiatschek and
Katja Hofmann and
Andreas Krause},
title = {Learning Safety Constraints from Demonstrations with Unknown Rewards},
journal = {CoRR},
volume = {abs/2305.16147},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16147},
doi = {10.48550/ARXIV.2305.16147},
eprinttype = {arXiv},
eprint = {2305.16147},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05805,
author = {Andrzej Dulny and
Andreas Hotho and
Anna Krause},
title = {DynaBench: {A} benchmark dataset for learning dynamical systems from
low-resolution data},
journal = {CoRR},
volume = {abs/2306.05805},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05805},
doi = {10.48550/ARXIV.2306.05805},
eprinttype = {arXiv},
eprint = {2306.05805},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07092,
author = {Daniel Widmer and
Dongho Kang and
Bhavya Sukhija and
Jonas H{\"{u}}botter and
Andreas Krause and
Stelian Coros},
title = {Tuning Legged Locomotion Controllers via Safe Bayesian Optimization},
journal = {CoRR},
volume = {abs/2306.07092},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07092},
doi = {10.48550/ARXIV.2306.07092},
eprinttype = {arXiv},
eprint = {2306.07092},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07092.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07749,
author = {Pragnya Alatur and
Giorgia Ramponi and
Niao He and
Andreas Krause},
title = {Provably Learning Nash Policies in Constrained Markov Potential Games},
journal = {CoRR},
volume = {abs/2306.07749},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07749},
doi = {10.48550/ARXIV.2306.07749},
eprinttype = {arXiv},
eprint = {2306.07749},
timestamp = {Sat, 17 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09099,
author = {Matteo Pariset and
Ya{-}Ping Hsieh and
Charlotte Bunne and
Andreas Krause and
Valentin De Bortoli},
title = {Unbalanced Diffusion Schr{\"{o}}dinger Bridge},
journal = {CoRR},
volume = {abs/2306.09099},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09099},
doi = {10.48550/ARXIV.2306.09099},
eprinttype = {arXiv},
eprint = {2306.09099},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12371,
author = {Bhavya Sukhija and
Lenart Treven and
Cansu Sancaktar and
Sebastian Blaes and
Stelian Coros and
Andreas Krause},
title = {Optimistic Active Exploration of Dynamical Systems},
journal = {CoRR},
volume = {abs/2306.12371},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.12371},
doi = {10.48550/ARXIV.2306.12371},
eprinttype = {arXiv},
eprint = {2306.12371},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-12371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13479,
author = {Christopher K{\"{o}}nig and
Miks Ozols and
Anastasia Makarova and
Efe C. Balta and
Andreas Krause and
Alisa Rupenyan},
title = {Safe Risk-averse Bayesian Optimization for Controller Tuning},
journal = {CoRR},
volume = {abs/2306.13479},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13479},
doi = {10.48550/ARXIV.2306.13479},
eprinttype = {arXiv},
eprint = {2306.13479},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13479.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14511,
author = {Paul Heinisch and
Andrzej Dulny and
Anna Krause and
Andreas Hotho},
title = {TaylorPDENet: Learning PDEs from non-grid Data},
journal = {CoRR},
volume = {abs/2306.14511},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14511},
doi = {10.48550/ARXIV.2306.14511},
eprinttype = {arXiv},
eprint = {2306.14511},
timestamp = {Tue, 27 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17052,
author = {Matej Jusup and
Barna P{\'{a}}sztor and
Tadeusz Janik and
Kenan Zhang and
Francesco Corman and
Andreas Krause and
Ilija Bogunovic},
title = {Safe Model-Based Multi-Agent Mean-Field Reinforcement Learning},
journal = {CoRR},
volume = {abs/2306.17052},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.17052},
doi = {10.48550/ARXIV.2306.17052},
eprinttype = {arXiv},
eprint = {2306.17052},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-17052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-12897,
author = {Parnian Kassraie and
Aldo Pacchiano and
Nicolas Emmenegger and
Andreas Krause},
title = {Anytime Model Selection in Linear Bandits},
journal = {CoRR},
volume = {abs/2307.12897},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.12897},
doi = {10.48550/ARXIV.2307.12897},
eprinttype = {arXiv},
eprint = {2307.12897},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-12897.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13372,
author = {Manish Prajapat and
Mojm{\'{\i}}r Mutn{\'{y}} and
Melanie N. Zeilinger and
Andreas Krause},
title = {Submodular Reinforcement Learning},
journal = {CoRR},
volume = {abs/2307.13372},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.13372},
doi = {10.48550/ARXIV.2307.13372},
eprinttype = {arXiv},
eprint = {2307.13372},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-13372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16625,
author = {Scott Sussex and
Pier Giuseppe Sessa and
Anastasiia Makarova and
Andreas Krause},
title = {Model-based Causal Bayesian Optimization},
journal = {CoRR},
volume = {abs/2307.16625},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16625},
doi = {10.48550/ARXIV.2307.16625},
eprinttype = {arXiv},
eprint = {2307.16625},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-01744,
author = {Pier Giuseppe Sessa and
Pierre Laforgue and
Nicol{\`{o}} Cesa{-}Bianchi and
Andreas Krause},
title = {Multitask Learning with No Regret: from Improved Confidence Bounds
to Active Learning},
journal = {CoRR},
volume = {abs/2308.01744},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.01744},
doi = {10.48550/ARXIV.2308.01744},
eprinttype = {arXiv},
eprint = {2308.01744},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-01744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-02236,
author = {Shyam Sundhar Ramesh and
Pier Giuseppe Sessa and
Yifan Hu and
Andreas Krause and
Ilija Bogunovic},
title = {Distributionally Robust Model-based Reinforcement Learning with Large
State Spaces},
journal = {CoRR},
volume = {abs/2309.02236},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.02236},
doi = {10.48550/ARXIV.2309.02236},
eprinttype = {arXiv},
eprint = {2309.02236},
timestamp = {Mon, 11 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-02236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06177,
author = {Vignesh Ram Somnath and
Pier Giuseppe Sessa and
Mar{\'{\i}}a Rodr{\'{\i}}guez Mart{\'{\i}}nez and
Andreas Krause},
title = {DockGame: Cooperative Games for Multimeric Rigid Protein Docking},
journal = {CoRR},
volume = {abs/2310.06177},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06177},
doi = {10.48550/ARXIV.2310.06177},
eprinttype = {arXiv},
eprint = {2310.06177},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17405,
author = {Lars Lorch and
Andreas Krause and
Bernhard Sch{\"{o}}lkopf},
title = {Causal Modeling with Stationary Diffusions},
journal = {CoRR},
volume = {abs/2310.17405},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.17405},
doi = {10.48550/ARXIV.2310.17405},
eprinttype = {arXiv},
eprint = {2310.17405},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-17405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18535,
author = {Yifan Hu and
Jie Wang and
Yao Xie and
Andreas Krause and
Daniel Kuhn},
title = {Contextual Stochastic Bilevel Optimization},
journal = {CoRR},
volume = {abs/2310.18535},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18535},
doi = {10.48550/ARXIV.2310.18535},
eprinttype = {arXiv},
eprint = {2310.18535},
timestamp = {Thu, 15 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18535.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18824,
author = {Daniel Robert{-}Nicoud and
Andreas Krause and
Viacheslav Borovitskiy},
title = {Intrinsic Gaussian Vector Fields on Manifolds},
journal = {CoRR},
volume = {abs/2310.18824},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18824},
doi = {10.48550/ARXIV.2310.18824},
eprinttype = {arXiv},
eprint = {2310.18824},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19390,
author = {Bernardo Fichera and
Viacheslav Borovitskiy and
Andreas Krause and
Aude Billard},
title = {Implicit Manifold Gaussian Process Regression},
journal = {CoRR},
volume = {abs/2310.19390},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19390},
doi = {10.48550/ARXIV.2310.19390},
eprinttype = {arXiv},
eprint = {2310.19390},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19390.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19848,
author = {Lenart Treven and
Jonas H{\"{u}}botter and
Bhavya Sukhija and
Florian D{\"{o}}rfler and
Andreas Krause},
title = {Efficient Exploration in Continuous-time Model-based Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2310.19848},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19848},
doi = {10.48550/ARXIV.2310.19848},
eprinttype = {arXiv},
eprint = {2310.19848},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-02374,
author = {Ya{-}Ping Hsieh and
Mohammad Reza Karimi and
Andreas Krause and
Panayotis Mertikopoulos},
title = {Riemannian stochastic optimization methods avoid strict saddle points},
journal = {CoRR},
volume = {abs/2311.02374},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.02374},
doi = {10.48550/ARXIV.2311.02374},
eprinttype = {arXiv},
eprint = {2311.02374},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-02374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04402,
author = {Nicolas Emmenegger and
Mojm{\'{\i}}r Mutn{\'{y}} and
Andreas Krause},
title = {Likelihood Ratio Confidence Sets for Sequential Decision Making},
journal = {CoRR},
volume = {abs/2311.04402},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04402},
doi = {10.48550/ARXIV.2311.04402},
eprinttype = {arXiv},
eprint = {2311.04402},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07558,
author = {Arjun Bhardwaj and
Jonas Rothfuss and
Bhavya Sukhija and
Yarden As and
Marco Hutter and
Stelian Coros and
Andreas Krause},
title = {Data-Efficient Task Generalization via Probabilistic Model-based Meta
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2311.07558},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07558},
doi = {10.48550/ARXIV.2311.07558},
eprinttype = {arXiv},
eprint = {2311.07558},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07558.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-16706,
author = {Mohammad Reza Karimi and
Ya{-}Ping Hsieh and
Andreas Krause},
title = {Sinkhorn Flow: {A} Continuous-Time Framework for Understanding and
Generalizing the Sinkhorn Algorithm},
journal = {CoRR},
volume = {abs/2311.16706},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.16706},
doi = {10.48550/ARXIV.2311.16706},
eprinttype = {arXiv},
eprint = {2311.16706},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-16706.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-08307,
author = {Puck van Gerwen and
Ksenia R. Briling and
Charlotte Bunne and
Vignesh Ram Somnath and
Rub{\'{e}}n Laplaza and
Andreas Krause and
Cl{\'{e}}mence Corminboeuf},
title = {EquiReact: An equivariant neural network for chemical reactions},
journal = {CoRR},
volume = {abs/2312.08307},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.08307},
doi = {10.48550/ARXIV.2312.08307},
eprinttype = {arXiv},
eprint = {2312.08307},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-08307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/LissaSvLADGGKVA22,
author = {Caspar J. van Lissa and
Wolfgang Stroebe and
Michelle R. vanDellen and
N. Pontus Leander and
Maximilian Agostini and
Tim Draws and
Andrii Grygoryshyn and
Ben G{\"{u}}tzgow and
Jannis Kreienkamp and
Clara S. Vetter and
Georgios Abakoumkin and
Jamilah Hanum Abdul Khaiyom and
Vjolica Ahmedi and
Handan Akkas and
Carlos A. Almenara and
Mohsin Atta and
Sabahat Cigdem Bagci and
Sima Basel and
Edona Berisha Kida and
Allan B. I. Bernardo and
Nicholas R. Buttrick and
Phatthanakit Chobthamkit and
Hoon{-}Seok Choi and
Mioara Cristea and
S{\'{a}}ra Csaba and
Kaja Damnjanovic and
Ivan Danyliuk and
Arobindu Dash and
Daniela Di Santo and
Karen M. Douglas and
Violeta Enea and
Daiane Gracieli Faller and
Gavan J. Fitzsimons and
Alexandra Gheorghiu and
{\'{A}}ngel G{\'{o}}mez and
Ali Hamaidia and
Qing Han and
Mai Helmy and
Joevarian Hudiyana and
Bertus F. Jeronimus and
Ding{-}Yu Jiang and
Veljko Jovanovic and
Zeljka Kamenov and
Anna Kende and
Shian{-}Ling Keng and
Tra Thi Thanh Kieu and
Yasin Koc and
Kamila Kovyazina and
Inna Kozytska and
Joshua Krause and
Arie W. Kruglanksi and
Anton Kurapov and
Maja Kutlaca and
N{\'{o}}ra Anna Lantos and
Edward P. Lemay and
Cokorda Bagus Jaya Lesmana and
Winnifred R. Louis and
Adrian Lueders and
Najma Iqbal Malik and
Anton P. Martinez and
Kira O. McCabe and
Jasmina Mehulic and
Mirra Noor Milla and
Idris Mohammed and
Erica Molinario and
Manuel Moyano and
Hayat Muhammad and
Silvana Mula and
Hamdi Muluk and
Solomiia Myroniuk and
Reza Najafi and
Claudia F. Nisa and
Bogl{\'{a}}rka Ny{\'{u}}l and
Paul A. O'Keefe and
Jose Javier Olivas Osuna and
Evgeny N. Osin and
Joonha Park and
Gennaro Pica and
Antonio Pierro and
Jonas H. Rees and
Anne Margit Reitsema and
Elena Resta and
Marika Rullo and
Michelle K. Ryan and
Adil Samekin and
Pekka Santtila and
Edyta M. Sasin and
Birga M. Schumpe and
Heyla A. Selim and
Michael Vicente Stanton and
Samiah Sultana and
Robbie M. Sutton and
Eleftheria Tseliou and
Akira Utsugi and
Jolien Anne van Breen and
Kees van Veen and
Alexandra V{\'{a}}zquez and
Robin Wollast and
Victoria Wai{-}lan Yeung and
Somayeh Zand and
Iris Lav Zezelj and
Bang Zheng and
Andreas Zick and
Claudia Zuniga and
Jocelyn J. B{\'{e}}langer},
title = {Using machine learning to identify important predictors of {COVID-19}
infection prevention behaviors during the early phase of the pandemic},
journal = {Patterns},
volume = {3},
number = {4},
pages = {100482},
year = {2022},
url = {https://doi.org/10.1016/j.patter.2022.100482},
doi = {10.1016/J.PATTER.2022.100482},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/patterns/LissaSvLADGGKVA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/re/KaufmannKHBR22,
author = {Andreas Kaufmann and
Julia Krause and
Nikolay Harutyunyan and
Ann Barcomb and
Dirk Riehle},
title = {A validation of QDAcity-RE for domain modeling using qualitative data
analysis},
journal = {Requir. Eng.},
volume = {27},
number = {1},
pages = {31--51},
year = {2022},
url = {https://doi.org/10.1007/s00766-021-00360-6},
doi = {10.1007/S00766-021-00360-6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/re/KaufmannKHBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/PourshahidiAOK22,
author = {Ali Mohammad Pourshahidi and
Stefan Achtsnicht and
Andreas Offenh{\"{a}}usser and
Hans{-}Joachim Krause},
title = {Frequency Mixing Magnetic Detection Setup Employing Permanent Ring
Magnets as a Static Offset Field Source},
journal = {Sensors},
volume = {22},
number = {22},
pages = {8776},
year = {2022},
url = {https://doi.org/10.3390/s22228776},
doi = {10.3390/S22228776},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/PourshahidiAOK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BunneP0C22,
author = {Charlotte Bunne and
Laetitia Papaxanthos and
Andreas Krause and
Marco Cuturi},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Proximal Optimal Transport Modeling of Population Dynamics},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {6511--6528},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/bunne22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BunneP0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Kassraie022,
author = {Parnian Kassraie and
Andreas Krause},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Neural Contextual Bandits without Regret},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {240--278},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/kassraie22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Kassraie022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Mutny022,
author = {Mojmir Mutny and
Andreas Krause},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Sensing Cox Processes via Posterior Sampling and Positive Bases},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {6968--6989},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/mutny22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Mutny022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NavaM022,
author = {Elvis Nava and
Mojmir Mutny and
Andreas Krause},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Diversified Sampling for Batched Bayesian Optimization with Determinantal
Point Processes},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {7031--7054},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/nava22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NavaM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/automl/MakarovaSPKF0SA22,
author = {Anastasia Makarova and
Huibin Shen and
Valerio Perrone and
Aaron Klein and
Jean Baptiste Faddoul and
Andreas Krause and
Matthias W. Seeger and
C{\'{e}}dric Archambeau},
editor = {Isabelle Guyon and
Marius Lindauer and
Mihaela van der Schaar and
Frank Hutter and
Roman Garnett},
title = {Automatic Termination for Hyperparameter Optimization},
booktitle = {International Conference on Automated Machine Learning, AutoML 2022,
25-27 July 2022, Johns Hopkins University, Baltimore, MD, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {188},
pages = {7/1--21},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v188/makarova22a.html},
timestamp = {Mon, 28 Nov 2022 12:30:36 +0100},
biburl = {https://dblp.org/rec/conf/automl/MakarovaSPKF0SA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/CuriLH022,
author = {Sebastian Curi and
Armin Lederer and
Sandra Hirche and
Andreas Krause},
title = {Safe Reinforcement Learning via Confidence-Based Filters},
booktitle = {61st {IEEE} Conference on Decision and Control, {CDC} 2022, Cancun,
Mexico, December 6-9, 2022},
pages = {3409--3415},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CDC51059.2022.9992470},
doi = {10.1109/CDC51059.2022.9992470},
timestamp = {Wed, 18 Jan 2023 15:37:37 +0100},
biburl = {https://dblp.org/rec/conf/cdc/CuriLH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/DammeBB0BCDDEFG22,
author = {Patrick Damme and
Marius Birkenbach and
Constantinos Bitsakos and
Matthias Boehm and
Philippe Bonnet and
Florina M. Ciorba and
Mark Dokter and
Pawel Dowgiallo and
Ahmed Eleliemy and
Christian Faerber and
Georgios I. Goumas and
Dirk Habich and
Niclas Hedam and
Marlies Hofer and
Wenjun Huang and
Kevin Innerebner and
Vasileios Karakostas and
Roman Kern and
Tomaz Kosar and
Alexander Krause and
Daniel Krems and
Andreas Laber and
Wolfgang Lehner and
Eric Mier and
Marcus Paradies and
Bernhard Peischl and
Gabrielle Poerwawinata and
Stratos Psomadakis and
Tilmann Rabl and
Piotr Ratuszniak and
Pedro Silva and
Nikolai Skuppin and
Andreas Starzacher and
Benjamin Steinwender and
Ilin Tolovski and
Pinar T{\"{o}}z{\"{u}}n and
Wojciech Ulatowski and
Yuanyuan Wang and
Izajasz P. Wrosz and
Ales Zamuda and
Ce Zhang and
Xiaoxiang Zhu},
title = {{DAPHNE:} An Open and Extensible System Infrastructure for Integrated
Data Analysis Pipelines},
booktitle = {12th Conference on Innovative Data Systems Research, {CIDR} 2022,
Chaminade, CA, USA, January 9-12, 2022},
publisher = {www.cidrdb.org},
year = {2022},
url = {https://www.cidrdb.org/cidr2022/papers/p4-damme.pdf},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cidr/DammeBB0BCDDEFG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KarimiHMK22,
author = {Mohammad Reza Karimi and
Ya{-}Ping Hsieh and
Panayotis Mertikopoulos and
Andreas Krause},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {The Dynamics of Riemannian Robbins-Monro Algorithms},
booktitle = {Conference on Learning Theory, 2-5 July 2022, London, {UK}},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {3503},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/karimi22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:51 +0200},
biburl = {https://dblp.org/rec/conf/colt/KarimiHMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/RothfussKR022,
author = {Jonas Rothfuss and
Christopher K{\"{o}}nig and
Alisa Rupenyan and
Andreas Krause},
editor = {Karen Liu and
Dana Kulic and
Jeffrey Ichnowski},
title = {Meta-Learning Priors for Safe Bayesian Optimization},
booktitle = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland,
New Zealand},
series = {Proceedings of Machine Learning Research},
volume = {205},
pages = {237--265},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v205/rothfuss23a.html},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/corl/RothfussKR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/etfa/StutzMSRKS22,
author = {Andreas Stutz and
Mathias Maurmaier and
Martin Schneller and
Thomas Romberg and
Markus Krause and
Felix Stubbe},
title = {Automated Integration of Remote Terminal Units via {IEC} Protocol
with the Module Type Package},
booktitle = {27th {IEEE} International Conference on Emerging Technologies and
Factory Automation, {ETFA} 2022, Stuttgart, Germany, September 6-9,
2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ETFA52439.2022.9921638},
doi = {10.1109/ETFA52439.2022.9921638},
timestamp = {Wed, 02 Nov 2022 18:01:35 +0100},
biburl = {https://dblp.org/rec/conf/etfa/StutzMSRKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AsUC022,
author = {Yarden As and
Ilnura Usmanova and
Sebastian Curi and
Andreas Krause},
title = {Constrained Policy Optimization via Bayesian World Models},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=PRZoSmCinhf},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AsUC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BianRXW0H22,
author = {Yatao Bian and
Yu Rong and
Tingyang Xu and
Jiaxiang Wu and
Andreas Krause and
Junzhou Huang},
title = {Energy-Based Learning for Cooperative Games, with Applications to
Valuation Problems in Machine Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=xLfAgCroImw},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BianRXW0H22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GaneaHBBBJ022,
author = {Octavian{-}Eugen Ganea and
Xinyuan Huang and
Charlotte Bunne and
Yatao Bian and
Regina Barzilay and
Tommi S. Jaakkola and
Andreas Krause},
title = {Independent SE(3)-Equivariant Models for End-to-End Rigid Protein
Docking},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=GQjaI9mLet},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GaneaHBBBJ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaldarelliWB022,
author = {Edoardo Caldarelli and
Philippe Wenk and
Stefan Bauer and
Andreas Krause},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Adaptive Gaussian Process Change Point Detection},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {2542--2571},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/caldarelli22a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CaldarelliWB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KassraieR022,
author = {Parnian Kassraie and
Jonas Rothfuss and
Andreas Krause},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Meta-Learning Hypothesis Spaces for Sequential Decision-making},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {10802--10824},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/kassraie22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KassraieR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LindnerTH022,
author = {David Lindner and
Sebastian Tschiatschek and
Katja Hofmann and
Andreas Krause},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Interactively Learning Preference Constraints in Linear Bandits},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {13505--13527},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/lindner22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LindnerTH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PaulusZ0CM22,
author = {Max B. Paulus and
Giulia Zarpellon and
Andreas Krause and
Laurent Charlin and
Chris J. Maddison},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Learning to Cut by Looking Ahead: Cutting Plane Selection via Imitation
Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {17584--17600},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/paulus22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PaulusZ0CM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SessaK022,
author = {Pier Giuseppe Sessa and
Maryam Kamgarpour and
Andreas Krause},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Efficient Model-based Multi-agent Reinforcement Learning via Optimistic
Equilibrium Computation},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {19580--19597},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/sessa22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SessaK022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/DulnyHK22,
author = {Andrzej Dulny and
Andreas Hotho and
Anna Krause},
editor = {Ralph Bergmann and
Lukas Malburg and
Stephanie C. Rodermund and
Ingo J. Timm},
title = {NeuralPDE: Modelling Dynamical Systems from Data},
booktitle = {{KI} 2022: Advances in Artificial Intelligence - 45th German Conference
on AI, Trier, Germany, September 19-23, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13404},
pages = {75--89},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-15791-2\_8},
doi = {10.1007/978-3-031-15791-2\_8},
timestamp = {Wed, 21 Sep 2022 18:26:32 +0200},
biburl = {https://dblp.org/rec/conf/ki/DulnyHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BogunovicL0S22,
author = {Ilija Bogunovic and
Zihan Li and
Andreas Krause and
Jonathan Scarlett},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian
Process Bandits},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/9739fdfbecb84b2cab3ba06f3ee5498b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BogunovicL0S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bunne0C22,
author = {Charlotte Bunne and
Andreas Krause and
Marco Cuturi},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Supervised Training of Conditional Monge Maps},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/2d880acd7b31e25d45097455c8e8257f-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Bunne0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Kassraie0B22,
author = {Parnian Kassraie and
Andreas Krause and
Ilija Bogunovic},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Graph Neural Network Bandits},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/dee8f820d86aca28ab0328a9243020f9-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Kassraie0B22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Lindner0R22,
author = {David Lindner and
Andreas Krause and
Giorgia Ramponi},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Active Exploration for Inverse Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/26d01e5ed42d8dcedd6aa0e3e99cffc4-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Lindner0R22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LorchSR0S22,
author = {Lars Lorch and
Scott Sussex and
Jonas Rothfuss and
Andreas Krause and
Bernhard Sch{\"{o}}lkopf},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Amortized Inference for Causal Structure Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/54f7125dee9b8b3dc798bb9a082b09e2-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LorchSR0S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Mutny022,
author = {Mojmir Mutny and
Andreas Krause},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Experimental Design for Linear Functionals in Reproducing Kernel Hilbert
Spaces},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7f2223201858b6ff4cc1832d8856459b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Mutny022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PrajapatTZ022,
author = {Manish Prajapat and
Matteo Turchetta and
Melanie N. Zeilinger and
Andreas Krause},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Near-Optimal Multi-Agent Learning for Safe Coverage Control},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/60dc26558762425a465cb0409fc3dc52-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PrajapatTZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RameshS0B22,
author = {Shyam Sundhar Ramesh and
Pier Giuseppe Sessa and
Andreas Krause and
Ilija Bogunovic},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Movement Penalized Bayesian Optimization with Application to Wind
Energy Systems},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/acde98fb254b8021d194ccdb80a1241e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RameshS0B22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TothLKKPPK22,
author = {Christian Toth and
Lars Lorch and
Christian Knoll and
Andreas Krause and
Franz Pernkopf and
Robert Peharz and
Julius von K{\"{u}}gelgen},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Active Bayesian Causal Inference},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/675e371eeeea99551ce47797ed6ed33e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TothLKKPPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TurchettaCSBHAB22,
author = {Matteo Turchetta and
Luca Corinzia and
Scott Sussex and
Amanda Burton and
Juan Herrera and
Ioannis Athanasiadis and
Joachim M. Buhmann and
Andreas Krause},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning Long-Term Crop Management Strategies with CyclesGym},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/4a22ceafe2dd6e0d32df1f7c0a69ab68-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TurchettaCSBHAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/norcas/AlamEEHHJJJKNPP22,
author = {Syed Anas Alam and
Jakob Furbo Enevoldsen and
Andreas Alkjaer Eriksen and
Niels William Hartmann and
Ulrik Helk and
Jphirgen Kragh Jakobsen and
Christa Skytte Jensen and
Nicolai Dyre B{\"{u}}low Jespersen and
Karl Herman Krause and
Mads Rumle Nordstrphim and
Tjark Petersen and
Luca Pezzarossa and
Simon Winther Rasmussen and
Martin Schoeberl and
Jonas Ingerslev Sphirensen},
editor = {Jari Nurmi and
Dag T. Wisland and
Snorre Aunet and
Kristian Kjelgaard},
title = {Open-Source Chip Design in Academic Education},
booktitle = {{IEEE} Nordic Circuits and Systems Conference, NorCAS 2022, Oslo,
Norway, October 25-26, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/NorCAS57515.2022.9934685},
doi = {10.1109/NORCAS57515.2022.9934685},
timestamp = {Tue, 21 Mar 2023 20:58:08 +0100},
biburl = {https://dblp.org/rec/conf/norcas/AlamEEHHJJJKNPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/TritscherSGKH22,
author = {Julian Tritscher and
Daniel Schl{\"{o}}r and
Fabian Gwinner and
Anna Krause and
Andreas Hotho},
editor = {Irena Koprinska and
Paolo Mignone and
Riccardo Guidotti and
Szymon Jaroszewicz and
Holger Fr{\"{o}}ning and
Francesco Gullo and
Pedro M. Ferreira and
Damian Roqueiro and
Gaia Ceddia and
Slawomir Nowaczyk and
Jo{\~{a}}o Gama and
Rita P. Ribeiro and
Ricard Gavald{\`{a}} and
Elio Masciari and
Zbigniew W. Ras and
Ettore Ritacco and
Francesca Naretto and
Andreas Theissler and
Przemyslaw Biecek and
Wouter Verbeke and
Gregor Schiele and
Franz Pernkopf and
Michaela Blott and
Ilaria Bordino and
Ivan Luciano Danesi and
Giovanni Ponti and
Lorenzo Severini and
Annalisa Appice and
Giuseppina Andresini and
Ib{\'{e}}ria Medeiros and
Guilherme Gra{\c{c}}a and
Lee A. D. Cooper and
Naghmeh Ghazaleh and
Jonas Richiardi and
Diego Saldana Miranda and
Konstantinos Sechidis and
Arif Canakoglu and
Sara Pid{\`{o}} and
Pietro Pinoli and
Albert Bifet and
Sepideh Pashami},
title = {Towards Explainable Occupational Fraud Detection},
booktitle = {Machine Learning and Principles and Practice of Knowledge Discovery
in Databases - International Workshops of {ECML} {PKDD} 2022, Grenoble,
France, September 19-23, 2022, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1753},
pages = {79--96},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23633-4\_7},
doi = {10.1007/978-3-031-23633-4\_7},
timestamp = {Fri, 17 Feb 2023 13:47:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/TritscherSGKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/re/KrauseKRJ22,
author = {Julia Krause and
Andreas Kaufmann and
Dirk Riehle and
Martin Junghans},
title = {The Benefits of Pre-Requirements Specification Traceability},
booktitle = {30th {IEEE} International Requirements Engineering Conference, {RE}
2022, Melbourne, Australia, August 15-19, 2022},
pages = {166--177},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/RE54965.2022.00021},
doi = {10.1109/RE54965.2022.00021},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/re/KrauseKRJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09562,
author = {Bhavya Sukhija and
Matteo Turchetta and
David Lindner and
Andreas Krause and
Sebastian Trimpe and
Dominik Baumann},
title = {Scalable Safe Exploration for Global Optimization of Dynamical Systems},
journal = {CoRR},
volume = {abs/2201.09562},
year = {2022},
url = {https://arxiv.org/abs/2201.09562},
eprinttype = {arXiv},
eprint = {2201.09562},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-09562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-09802,
author = {Yarden As and
Ilnura Usmanova and
Sebastian Curi and
Andreas Krause},
title = {Constrained Policy Optimization via Bayesian World Models},
journal = {CoRR},
volume = {abs/2201.09802},
year = {2022},
url = {https://arxiv.org/abs/2201.09802},
eprinttype = {arXiv},
eprint = {2201.09802},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-09802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-00602,
author = {Parnian Kassraie and
Jonas Rothfuss and
Andreas Krause},
title = {Meta-Learning Hypothesis Spaces for Sequential Decision-making},
journal = {CoRR},
volume = {abs/2202.00602},
year = {2022},
url = {https://arxiv.org/abs/2202.00602},
eprinttype = {arXiv},
eprint = {2202.00602},
timestamp = {Fri, 11 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-00602.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01850,
author = {Ilija Bogunovic and
Zihan Li and
Andreas Krause and
Jonathan Scarlett},
title = {A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian
Process Bandits},
journal = {CoRR},
volume = {abs/2202.01850},
year = {2022},
url = {https://arxiv.org/abs/2202.01850},
eprinttype = {arXiv},
eprint = {2202.01850},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05722,
author = {Charlotte Bunne and
Ya{-}Ping Hsieh and
Marco Cuturi and
Andreas Krause},
title = {Recovering Stochastic Dynamics via Gaussian Schr{\"{o}}dinger
Bridges},
journal = {CoRR},
volume = {abs/2202.05722},
year = {2022},
url = {https://arxiv.org/abs/2202.05722},
eprinttype = {arXiv},
eprint = {2202.05722},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-07322,
author = {Pier Giuseppe Sessa and
Maryam Kamgarpour and
Andreas Krause},
title = {Efficient Model-based Multi-agent Reinforcement Learning via Optimistic
Equilibrium Computation},
journal = {CoRR},
volume = {abs/2203.07322},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.07322},
doi = {10.48550/ARXIV.2203.07322},
eprinttype = {arXiv},
eprint = {2203.07322},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-07322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08806,
author = {Andreas Adelmann and
Walter Hopkins and
Evangelos Kourlitis and
Michael Kagan and
Gregor Kasieczka and
Claudius Krause and
David Shih and
Vinicius Mikuni and
Benjamin Nachman and
Kevin Pedro and
Daniel Winklehner},
title = {New directions for surrogate models and differentiable programming
for High Energy Physics detector simulation},
journal = {CoRR},
volume = {abs/2203.08806},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08806},
doi = {10.48550/ARXIV.2203.08806},
eprinttype = {arXiv},
eprint = {2203.08806},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13968,
author = {Johannes Kirschner and
Mojm{\'{\i}}r Mutn{\'{y}} and
Andreas Krause and
Jaime Coello de Portugal and
Nicole Hiller and
Jochem Snuverink},
title = {Tuning Particle Accelerators with Safety Constraints using Bayesian
Optimization},
journal = {CoRR},
volume = {abs/2203.13968},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.13968},
doi = {10.48550/ARXIV.2203.13968},
eprinttype = {arXiv},
eprint = {2203.13968},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-13968.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02337,
author = {Vignesh Ram Somnath and
Charlotte Bunne and
Andreas Krause},
title = {Multi-Scale Representation Learning on Proteins},
journal = {CoRR},
volume = {abs/2204.02337},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02337},
doi = {10.48550/ARXIV.2204.02337},
eprinttype = {arXiv},
eprint = {2204.02337},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12934,
author = {Lars Lorch and
Scott Sussex and
Jonas Rothfuss and
Andreas Krause and
Bernhard Sch{\"{o}}lkopf},
title = {Amortized Inference for Causal Structure Learning},
journal = {CoRR},
volume = {abs/2205.12934},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.12934},
doi = {10.48550/ARXIV.2205.12934},
eprinttype = {arXiv},
eprint = {2205.12934},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-12934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13627,
author = {Mojm{\'{\i}}r Mutn{\'{y}} and
Andreas Krause},
title = {Experimental Design for Linear Functionals in Reproducing Kernel Hilbert
Spaces},
journal = {CoRR},
volume = {abs/2205.13627},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13627},
doi = {10.48550/ARXIV.2205.13627},
eprinttype = {arXiv},
eprint = {2205.13627},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01665,
author = {Alexander H{\"{a}}gele and
Jonas Rothfuss and
Lars Lorch and
Vignesh Ram Somnath and
Bernhard Sch{\"{o}}lkopf and
Andreas Krause},
title = {BaCaDI: Bayesian Causal Discovery with Unknown Interventions},
journal = {CoRR},
volume = {abs/2206.01665},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01665},
doi = {10.48550/ARXIV.2206.01665},
eprinttype = {arXiv},
eprint = {2206.01665},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-02063,
author = {Christian Toth and
Lars Lorch and
Christian Knoll and
Andreas Krause and
Franz Pernkopf and
Robert Peharz and
Julius von K{\"{u}}gelgen},
title = {Active Bayesian Causal Inference},
journal = {CoRR},
volume = {abs/2206.02063},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.02063},
doi = {10.48550/ARXIV.2206.02063},
eprinttype = {arXiv},
eprint = {2206.02063},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-02063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04460,
author = {Julian Tritscher and
Fabian Gwinner and
Daniel Schl{\"{o}}r and
Anna Krause and
Andreas Hotho},
title = {Open {ERP} System Data For Occupational Fraud Detection},
journal = {CoRR},
volume = {abs/2206.04460},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04460},
doi = {10.48550/ARXIV.2206.04460},
eprinttype = {arXiv},
eprint = {2206.04460},
timestamp = {Tue, 14 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04460.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05255,
author = {David Lindner and
Sebastian Tschiatschek and
Katja Hofmann and
Andreas Krause},
title = {Interactively Learning Preference Constraints in Linear Bandits},
journal = {CoRR},
volume = {abs/2206.05255},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05255},
doi = {10.48550/ARXIV.2206.05255},
eprinttype = {arXiv},
eprint = {2206.05255},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06795,
author = {Mohammad Reza Karimi and
Ya{-}Ping Hsieh and
Panayotis Mertikopoulos and
Andreas Krause},
title = {The Dynamics of Riemannian Robbins-Monro Algorithms},
journal = {CoRR},
volume = {abs/2206.06795},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06795},
doi = {10.48550/ARXIV.2206.06795},
eprinttype = {arXiv},
eprint = {2206.06795},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11646,
author = {Mathieu Chevalley and
Charlotte Bunne and
Andreas Krause and
Stefan Bauer},
title = {Invariant Causal Mechanisms through Distribution Matching},
journal = {CoRR},
volume = {abs/2206.11646},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11646},
doi = {10.48550/ARXIV.2206.11646},
eprinttype = {arXiv},
eprint = {2206.11646},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13414,
author = {Max B. Paulus and
Giulia Zarpellon and
Andreas Krause and
Laurent Charlin and
Chris J. Maddison},
title = {Learning To Cut By Looking Ahead: Cutting Plane Selection via Imitation
Learning},
journal = {CoRR},
volume = {abs/2206.13414},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13414},
doi = {10.48550/ARXIV.2206.13414},
eprinttype = {arXiv},
eprint = {2206.13414},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14262,
author = {Charlotte Bunne and
Andreas Krause and
Marco Cuturi},
title = {Supervised Training of Conditional Monge Maps},
journal = {CoRR},
volume = {abs/2206.14262},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14262},
doi = {10.48550/ARXIV.2206.14262},
eprinttype = {arXiv},
eprint = {2206.14262},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14262.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14332,
author = {Mojm{\'{\i}}r Mutn{\'{y}} and
Tadeusz Janik and
Andreas Krause},
title = {Active Exploration via Experiment Design in Markov Chains},
journal = {CoRR},
volume = {abs/2206.14332},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.14332},
doi = {10.48550/ARXIV.2206.14332},
eprinttype = {arXiv},
eprint = {2206.14332},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-14332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-01337,
author = {Sebastian Curi and
Armin Lederer and
Sandra Hirche and
Andreas Krause},
title = {Safe Reinforcement Learning via Confidence-Based Filters},
journal = {CoRR},
volume = {abs/2207.01337},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.01337},
doi = {10.48550/ARXIV.2207.01337},
eprinttype = {arXiv},
eprint = {2207.01337},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-01337.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-03119,
author = {Padraig Davidson and
Michael Steininger and
Andr{\'{e}} Huhn and
Anna Krause and
Andreas Hotho},
title = {Semi-unsupervised Learning for Time Series Classification},
journal = {CoRR},
volume = {abs/2207.03119},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.03119},
doi = {10.48550/ARXIV.2207.03119},
eprinttype = {arXiv},
eprint = {2207.03119},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-03119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-06456,
author = {Parnian Kassraie and
Andreas Krause and
Ilija Bogunovic},
title = {Graph Neural Network Bandits},
journal = {CoRR},
volume = {abs/2207.06456},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.06456},
doi = {10.48550/ARXIV.2207.06456},
eprinttype = {arXiv},
eprint = {2207.06456},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-06456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08645,
author = {David Lindner and
Andreas Krause and
Giorgia Ramponi},
title = {Active Exploration for Inverse Reinforcement Learning},
journal = {CoRR},
volume = {abs/2207.08645},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08645},
doi = {10.48550/ARXIV.2207.08645},
eprinttype = {arXiv},
eprint = {2207.08645},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10415,
author = {Ilnura Usmanova and
Yarden As and
Maryam Kamgarpour and
Andreas Krause},
title = {Log Barriers for Safe Black-box Optimization with Application to Safe
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2207.10415},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10415},
doi = {10.48550/ARXIV.2207.10415},
eprinttype = {arXiv},
eprint = {2207.10415},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00762,
author = {Jonas Rothfuss and
Christopher K{\"{o}}nig and
Alisa Rupenyan and
Andreas Krause},
title = {Meta-Learning Priors for Safe Bayesian Optimization},
journal = {CoRR},
volume = {abs/2210.00762},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00762},
doi = {10.48550/ARXIV.2210.00762},
eprinttype = {arXiv},
eprint = {2210.00762},
timestamp = {Fri, 24 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00762.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-01898,
author = {Hossein Esfandiari and
Alkis Kalavasis and
Amin Karbasi and
Andreas Krause and
Vahab Mirrokni and
Grigoris Velegkas},
title = {Reproducible Bandits},
journal = {CoRR},
volume = {abs/2210.01898},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.01898},
doi = {10.48550/ARXIV.2210.01898},
eprinttype = {arXiv},
eprint = {2210.01898},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-01898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06380,
author = {Manish Prajapat and
Matteo Turchetta and
Melanie N. Zeilinger and
Andreas Krause},
title = {Near-Optimal Multi-Agent Learning for Safe Coverage Control},
journal = {CoRR},
volume = {abs/2210.06380},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06380},
doi = {10.48550/ARXIV.2210.06380},
eprinttype = {arXiv},
eprint = {2210.06380},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08087,
author = {Shyam Sundhar Ramesh and
Pier Giuseppe Sessa and
Andreas Krause and
Ilija Bogunovic},
title = {Movement Penalized Bayesian Optimization with Application to Wind
Energy Systems},
journal = {CoRR},
volume = {abs/2210.08087},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08087},
doi = {10.48550/ARXIV.2210.08087},
eprinttype = {arXiv},
eprint = {2210.08087},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13319,
author = {Krunoslav Lehman Pavasovic and
Jonas Rothfuss and
Andreas Krause},
title = {{MARS:} Meta-Learning as Score Matching in the Function Space},
journal = {CoRR},
volume = {abs/2210.13319},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13319},
doi = {10.48550/ARXIV.2210.13319},
eprinttype = {arXiv},
eprint = {2210.13319},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13867,
author = {Mohammad Reza Karimi and
Ya{-}Ping Hsieh and
Andreas Krause},
title = {A Dynamical System View of Langevin-Based Non-Convex Sampling},
journal = {CoRR},
volume = {abs/2210.13867},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13867},
doi = {10.48550/ARXIV.2210.13867},
eprinttype = {arXiv},
eprint = {2210.13867},
timestamp = {Mon, 31 Oct 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14685,
author = {Jonas Gehring and
Deepak Gopinath and
Jungdam Won and
Andreas Krause and
Gabriel Synnaeve and
Nicolas Usunier},
title = {Leveraging Demonstrations with Latent Space Priors},
journal = {CoRR},
volume = {abs/2210.14685},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14685},
doi = {10.48550/ARXIV.2210.14685},
eprinttype = {arXiv},
eprint = {2210.14685},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15513,
author = {Felix Schur and
Parnian Kassraie and
Jonas Rothfuss and
Andreas Krause},
title = {Lifelong Bandit Optimization: No Prior and No Regret},
journal = {CoRR},
volume = {abs/2210.15513},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15513},
doi = {10.48550/ARXIV.2210.15513},
eprinttype = {arXiv},
eprint = {2210.15513},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15513.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01258,
author = {Songyan Hou and
Parnian Kassraie and
Anastasis Kratsios and
Jonas Rothfuss and
Andreas Krause},
title = {Instance-Dependent Generalization Bounds via Optimal Transport},
journal = {CoRR},
volume = {abs/2211.01258},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01258},
doi = {10.48550/ARXIV.2211.01258},
eprinttype = {arXiv},
eprint = {2211.01258},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01689,
author = {Viacheslav Borovitskiy and
Mohammad Reza Karimi and
Vignesh Ram Somnath and
Andreas Krause},
title = {Isotropic Gaussian Processes on Finite Spaces of Graphs},
journal = {CoRR},
volume = {abs/2211.01689},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01689},
doi = {10.48550/ARXIV.2211.01689},
eprinttype = {arXiv},
eprint = {2211.01689},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07206,
author = {Jonas Rothfuss and
Martin Josifoski and
Vincent Fortuin and
Andreas Krause},
title = {PAC-Bayesian Meta-Learning: From Theory to Practice},
journal = {CoRR},
volume = {abs/2211.07206},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07206},
doi = {10.48550/ARXIV.2211.07206},
eprinttype = {arXiv},
eprint = {2211.07206},
timestamp = {Wed, 16 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10257,
author = {Scott Sussex and
Anastasiia Makarova and
Andreas Krause},
title = {Model-based Causal Bayesian Optimization},
journal = {CoRR},
volume = {abs/2211.10257},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10257},
doi = {10.48550/ARXIV.2211.10257},
eprinttype = {arXiv},
eprint = {2211.10257},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-09510,
author = {Xiang Li and
Viraj Mehta and
Johannes Kirschner and
Ian Char and
Willie Neiswanger and
Jeff Schneider and
Andreas Krause and
Ilija Bogunovic},
title = {Near-optimal Policy Identification in Active Reinforcement Learning},
journal = {CoRR},
volume = {abs/2212.09510},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09510},
doi = {10.48550/ARXIV.2212.09510},
eprinttype = {arXiv},
eprint = {2212.09510},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ccfthpc/ZulianKNFFVK21,
author = {Patrick Zulian and
Alena Kopanic{\'{a}}kov{\'{a}} and
Maria Giuseppina Chiara Nestola and
Andreas Fink and
Nur Aiman Fadel and
Joost VandeVondele and
Rolf Krause},
title = {Large scale simulation of pressure induced phase-field fracture propagation
using Utopia},
journal = {{CCF} Trans. High Perform. Comput.},
volume = {3},
number = {4},
pages = {407--426},
year = {2021},
url = {https://doi.org/10.1007/s42514-021-00069-6},
doi = {10.1007/S42514-021-00069-6},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ccfthpc/ZulianKNFFVK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SteiningerKDKH21,
author = {Michael Steininger and
Konstantin Kobs and
Padraig Davidson and
Anna Krause and
Andreas Hotho},
title = {Density-based weighting for imbalanced regression},
journal = {Mach. Learn.},
volume = {110},
number = {8},
pages = {2187--2211},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06023-5},
doi = {10.1007/S10994-021-06023-5},
timestamp = {Wed, 01 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SteiningerKDKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/ToornOBMKNK21,
author = {Wiep van der Toorn and
Djin{-}Ye Oh and
Daniel Bourquain and
Janine Michel and
Eva Krause and
Andreas Nitsche and
Max von Kleist},
title = {An intra-host SARS-CoV-2 dynamics model to assess testing and quarantine
strategies for incoming travelers, contact management, and de-isolation},
journal = {Patterns},
volume = {2},
number = {6},
pages = {100262},
year = {2021},
url = {https://doi.org/10.1016/j.patter.2021.100262},
doi = {10.1016/J.PATTER.2021.100262},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/patterns/ToornOBMKNK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/DechHAABBDEFGGH21,
author = {Stefan W. Dech and
Stefanie Holzwarth and
Sarah Asam and
Thorsten Andresen and
Martin Bachmann and
Martin B{\"{o}}ttcher and
Andreas J. Dietz and
Christina Eisfelder and
Corinne Frey and
Gerhard Gesell and
Ursula Gessner and
Andreas Hirner and
Matthias Hofmann and
Grit Kirches and
Doris Klein and
Igor Klein and
Tanja Kraus and
Detmar Krause and
Simon Plank and
Thomas Popp and
Sophie Reinermann and
Philipp Reiners and
Sebastian Roessler and
Thomas Ruppert and
Alexander Scherbachenko and
Ranjitha Vignesh and
Meinhard Wolfm{\"{u}}ller and
Hendrik Zwenzner and
Claudia Kuenzer},
title = {Potential and Challenges of Harmonizing 40 Years of {AVHRR} Data:
The {TIMELINE} Experience},
journal = {Remote. Sens.},
volume = {13},
number = {18},
pages = {3618},
year = {2021},
url = {https://doi.org/10.3390/rs13183618},
doi = {10.3390/RS13183618},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/DechHAABBDEFGGH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/PourshahidiANOK21,
author = {Ali Mohammad Pourshahidi and
Stefan Achtsnicht and
Mrinal Murali Nambipareechee and
Andreas Offenh{\"{a}}usser and
Hans{-}Joachim Krause},
title = {Multiplex Detection of Magnetic Beads Using Offset Field Dependent
Frequency Mixing Magnetic Detection},
journal = {Sensors},
volume = {21},
number = {17},
pages = {5859},
year = {2021},
url = {https://doi.org/10.3390/s21175859},
doi = {10.3390/S21175859},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/PourshahidiANOK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WendlerAS0P21,
author = {Chris Wendler and
Andisheh Amrollahi and
Bastian Seifert and
Andreas Krause and
Markus P{\"{u}}schel},
title = {Learning Set Functions that are Sparse in Non-Orthogonal Fourier Bases},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {10283--10292},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17232},
doi = {10.1609/AAAI.V35I12.17232},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WendlerAS0P21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/Yaghini0H21,
author = {Mohammad Yaghini and
Andreas Krause and
Hoda Heidari},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {A Human-in-the-loop Framework to Construct Context-aware Mathematical
Notions of Outcome Fairness},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {1023--1033},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462583},
doi = {10.1145/3461702.3462583},
timestamp = {Mon, 02 Aug 2021 11:56:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/Yaghini0H21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Bas-SerranoC0N21,
author = {Joan Bas{-}Serrano and
Sebastian Curi and
Andreas Krause and
Gergely Neu},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Logistic Q-Learning},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {3610--3618},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/bas-serrano21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Bas-SerranoC0N21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BogunovicL0S21,
author = {Ilija Bogunovic and
Arpan Losalka and
Andreas Krause and
Jonathan Scarlett},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Stochastic Linear Bandits Robust to Adversarial Attacks},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {991--999},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/bogunovic21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BogunovicL0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KarimiGKR0021,
author = {Mohammad Reza Karimi and
Nezihe Merve G{\"{u}}rel and
Bojan Karlas and
Johannes Rausch and
Ce Zhang and
Andreas Krause},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Online Active Model Selection for Pre-trained Classifiers},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {307--315},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/reza-karimi21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KarimiGKR0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/JourdanMK021,
author = {Marc Jourdan and
Mojm{\'{\i}}r Mutn{\'{y}} and
Johannes Kirschner and
Andreas Krause},
editor = {Vitaly Feldman and
Katrina Ligett and
Sivan Sabato},
title = {Efficient Pure Exploration for Combinatorial Bandits with Semi-Bandit
Feedback},
booktitle = {Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference,
Worldwide},
series = {Proceedings of Machine Learning Research},
volume = {132},
pages = {805--849},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v132/jourdan21a.html},
timestamp = {Fri, 26 Mar 2021 15:45:50 +0100},
biburl = {https://dblp.org/rec/conf/alt/JourdanMK021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/TritscherKSGMH21,
author = {Julian Tritscher and
Anna Krause and
Daniel Schl{\"{o}}r and
Fabian Gwinner and
Sebastian von Mammen and
Andreas Hotho},
title = {A financial game with opportunities for fraud},
booktitle = {2021 {IEEE} Conference on Games (CoG), Copenhagen, Denmark, August
17-20, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CoG52621.2021.9619070},
doi = {10.1109/COG52621.2021.9619070},
timestamp = {Fri, 10 Dec 2021 10:04:09 +0100},
biburl = {https://dblp.org/rec/conf/cig/TritscherKSGMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcase/JanetzkyDSKH21,
author = {Pascal Janetzky and
Padraig Davidson and
Michael Steininger and
Anna Krause and
Andreas Hotho},
editor = {Frederic Font and
Annamaria Mesaros and
Daniel P. W. Ellis and
Eduardo Fonseca and
Magdalena Fuentes and
Benjamin Elizalde},
title = {Detecting Presence Of Speech In Acoustic Data Obtained From Beehives},
booktitle = {Proceedings of the 6th Workshop on Detection and Classification of
Acoustic Scenes and Events 2021 {(DCASE} 2021), Online, November 15-19,
2021},
pages = {26--30},
year = {2021},
url = {http://dcase.community/documents/workshop2021/proceedings/DCASE2021Workshop\_Janetzky\_13.pdf},
timestamp = {Sat, 09 Apr 2022 12:45:44 +0200},
biburl = {https://dblp.org/rec/conf/dcase/JanetzkyDSKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BorsosT021,
author = {Zal{\'{a}}n Borsos and
Marco Tagliasacchi and
Andreas Krause},
title = {Semi-Supervised Batch Active Learning Via Bilevel Optimization},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {3495--3499},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414206},
doi = {10.1109/ICASSP39728.2021.9414206},
timestamp = {Thu, 08 Jul 2021 17:12:48 +0200},
biburl = {https://dblp.org/rec/conf/icassp/BorsosT021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/UsvyatsovMBR0S21,
author = {Mikhail Usvyatsov and
Anastasia Makarova and
Rafael Ballester{-}Ripoll and
Maxim V. Rakhuba and
Andreas Krause and
Konrad Schindler},
title = {Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data
via Differentiable Cross-Approximation},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {11406--11415},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01123},
doi = {10.1109/ICCV48922.2021.01123},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/UsvyatsovMBR0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icicdt/GuhlBAWKKRWZSMH21,
author = {Conrad Guhl and
Sascha Bott and
I. Can Albayrak and
Anne Weitzmann and
Robert Krause and
Joscha Kappel and
Birgit Reinhold and
Nan Wu and
Michael Zier and
Andreas Sch{\"{u}}ring and
Hongwei Ma and
Rico H{\"{u}}selitz and
Benjamin Uhlig and
Marcus Wislicenus},
title = {Design process interactions in shallow trench isolation chemical mechanical
planarization for layout diversification and design optimization},
booktitle = {International Conference on {IC} Design and Technology, {ICICDT} 2021,
Dresden, Germany, September 15-17, 2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICICDT51558.2021.9626488},
doi = {10.1109/ICICDT51558.2021.9626488},
timestamp = {Tue, 14 Dec 2021 16:31:53 +0100},
biburl = {https://dblp.org/rec/conf/icicdt/GuhlBAWKKRWZSMH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/PaulusM021,
author = {Max B. Paulus and
Chris J. Maddison and
Andreas Krause},
title = {Rao-Blackwellizing the Straight-Through Gumbel-Softmax Gradient Estimator},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=Mk6PZtgAgfq},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/PaulusM021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/UrpiC021,
author = {N{\'{u}}ria Armengol Urp{\'{\i}} and
Sebastian Curi and
Andreas Krause},
title = {Risk-Averse Offline Reinforcement Learning},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=TBIzh9b5eaz},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/UrpiC021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CuriB021,
author = {Sebastian Curi and
Ilija Bogunovic and
Andreas Krause},
editor = {Marina Meila and
Tong Zhang},
title = {Combining Pessimism with Optimism for Robust and Efficient Model-Based
Deep Reinforcement Learning},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {2254--2264},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/curi21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/CuriB021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Kirschner021,
author = {Johannes Kirschner and
Andreas Krause},
editor = {Marina Meila and
Tong Zhang},
title = {Bias-Robust Bayesian Optimization via Dueling Bandits},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {5595--5605},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kirschner21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Kirschner021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Mutny021,
author = {Mojmir Mutny and
Andreas Krause},
editor = {Marina Meila and
Tong Zhang},
title = {No-regret Algorithms for Capturing Events in Poisson Point Processes},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7894--7904},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mutny21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Mutny021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RothfussFJ021,
author = {Jonas Rothfuss and
Vincent Fortuin and
Martin Josifoski and
Andreas Krause},
editor = {Marina Meila and
Tong Zhang},
title = {{PACOH:} Bayes-Optimal Meta-Learning with PAC-Guarantees},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9116--9126},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/rothfuss21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/RothfussFJ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SessaB0K21,
author = {Pier Giuseppe Sessa and
Ilija Bogunovic and
Andreas Krause and
Maryam Kamgarpour},
editor = {Marina Meila and
Tong Zhang},
title = {Online Submodular Resource Allocation with Applications to Rebalancing
Shared Mobility Systems},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9455--9464},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sessa21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SessaB0K21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Simon-GabrielSK21,
author = {Carl{-}Johann Simon{-}Gabriel and
Noman Ahmed Sheikh and
Andreas Krause},
editor = {Marina Meila and
Tong Zhang},
title = {PopSkipJump: Decision-Based Attack for Probabilistic Classifiers},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9712--9721},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/simon-gabriel21a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Simon-GabrielSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/UsmanovaK0L21,
author = {Ilnura Usmanova and
Maryam Kamgarpour and
Andreas Krause and
Kfir Y. Levy},
editor = {Marina Meila and
Tong Zhang},
title = {Fast Projection Onto Convex Smooth Constraints},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10476--10486},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/usmanova21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/UsmanovaK0L21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KonigTLR021,
author = {Christopher K{\"{o}}nig and
Matteo Turchetta and
John Lygeros and
Alisa Rupenyan and
Andreas Krause},
title = {Safe and Efficient Model-free Adaptive Control via Bayesian Optimization},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {9782--9788},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9561349},
doi = {10.1109/ICRA48506.2021.9561349},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/KonigTLR021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LindnerH021,
author = {David Lindner and
Hoda Heidari and
Andreas Krause},
editor = {Zhi{-}Hua Zhou},
title = {Addressing the Long-term Impact of {ML} Decisions via Policy Regret},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {537--544},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/75},
doi = {10.24963/IJCAI.2021/75},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LindnerH021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/irps/DammannBKKBKGS21,
author = {Maximilian Dammann and
Martina Baeumler and
Tobias Kemmer and
Helmer Konstanzer and
Peter Br{\"{u}}ckner and
Sebastian Krause and
Andreas Graff and
Mich{\'{e}}l Simon{-}Najasek},
title = {Reliability and Failure Analysis of 100 nm AlGaN/GaN HEMTs under {DC}
and {RF} Stress},
booktitle = {{IEEE} International Reliability Physics Symposium, {IRPS} 2021, Monterey,
CA, USA, March 21-25, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IRPS46558.2021.9405227},
doi = {10.1109/IRPS46558.2021.9405227},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/irps/DammannBKKBKGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ki/DavidsonBSKH21,
author = {Padraig Davidson and
Florian Buckermann and
Michael Steininger and
Anna Krause and
Andreas Hotho},
editor = {Stefan Edelkamp and
Ralf M{\"{o}}ller and
Elmar Rueckert},
title = {Semi-unsupervised Learning: An In-depth Parameter Analysis},
booktitle = {{KI} 2021: Advances in Artificial Intelligence - 44th German Conference
on AI, Virtual Event, September 27 - October 1, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12873},
pages = {51--66},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87626-5\_5},
doi = {10.1007/978-3-030-87626-5\_5},
timestamp = {Fri, 01 Oct 2021 10:35:04 +0200},
biburl = {https://dblp.org/rec/conf/ki/DavidsonBSKH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/TrevenCM021,
author = {Lenart Treven and
Sebastian Curi and
Mojm{\'{\i}}r Mutn{\'{y}} and
Andreas Krause},
editor = {Ali Jadbabaie and
John Lygeros and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Learning Stabilizing Controllers for Unstable Linear Quadratic Regulators
from a Single Trajectory},
booktitle = {Proceedings of the 3rd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2021, 7-8 June 2021, Virtual Event, Switzerland},
series = {Proceedings of Machine Learning Research},
volume = {144},
pages = {664--676},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v144/treven21a.html},
timestamp = {Mon, 14 Jun 2021 08:02:30 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/TrevenCM021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BogunovicK21,
author = {Ilija Bogunovic and
Andreas Krause},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Misspecified Gaussian Process Bandit Optimization},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {3004--3015},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/177db6acfe388526a4c7bff88e1feb15-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BogunovicK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GehringSKU21,
author = {Jonas Gehring and
Gabriel Synnaeve and
Andreas Krause and
Nicolas Usunier},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Hierarchical Skills for Efficient Exploration},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {11553--11564},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/60106888f8977b71e1f15db7bc9a88d1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/GehringSKU21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LindnerTTCK21,
author = {David Lindner and
Matteo Turchetta and
Sebastian Tschiatschek and
Kamil Ciosek and
Andreas Krause},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Information Directed Reward Learning for Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {3850--3862},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/1fa6269f58898f0e809575c9a48747ef-Abstract.html},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LindnerTTCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LorchRSK21,
author = {Lars Lorch and
Jonas Rothfuss and
Bernhard Sch{\"{o}}lkopf and
Andreas Krause},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {DiBS: Differentiable Bayesian Structure Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {24111--24123},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/ca6ab34959489659f8c3776aaf1f8efd-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LorchRSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MakarovaUBK21,
author = {Anastasia Makarova and
Ilnura Usmanova and
Ilija Bogunovic and
Andreas Krause},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Risk-averse Heteroscedastic Bayesian Optimization},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {17235--17245},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/8f97d1d7e02158a83ceb2c14ff5372cd-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MakarovaUBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RothfussHCK21,
author = {Jonas Rothfuss and
Dominique Heyn and
Jinfan Chen and
Andreas Krause},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Meta-Learning Reliable Priors in the Function Space},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {280--293},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/024d2d699e6c1a82c9ba986386f4d824-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/RothfussHCK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchlaginhaufenW21,
author = {Andreas Schlaginhaufen and
Philippe Wenk and
Andreas Krause and
Florian D{\"{o}}rfler},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Learning Stable Deep Dynamics Models for Partially Observed or Delayed
Dynamical Systems},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {11870--11882},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/6332a8f62e3a9d5831724f2ffe55cae0-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SchlaginhaufenW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SomnathBCKB21,
author = {Vignesh Ram Somnath and
Charlotte Bunne and
Connor W. Coley and
Andreas Krause and
Regina Barzilay},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Learning Graph Models for Retrosynthesis Prediction},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {9405--9415},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/4e2a6330465c8ffcaa696a5a16639176-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SomnathBCKB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SomnathBK21,
author = {Vignesh Ram Somnath and
Charlotte Bunne and
Andreas Krause},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Multi-Scale Representation Learning on Proteins},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {25244--25255},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/d494020ff8ec181ef98ed97ac3f25453-Abstract.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SomnathBK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SussexUK21,
author = {Scott Sussex and
Caroline Uhler and
Andreas Krause},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Near-Optimal Multi-Perturbation Experimental Design for Causal Structure
Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {777--788},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/06d5ae105ea1bea4d800bc96491876e9-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SussexUK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SutterKK21,
author = {Tobias Sutter and
Andreas Krause and
Daniel Kuhn},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Robust Generalization despite Distribution Shift via Minimum Discriminating
Information},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29754--29767},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f86890095c957e9b949d11d15f0d0cd5-Abstract.html},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SutterKK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TrevenWDK21,
author = {Lenart Treven and
Philippe Wenk and
Florian D{\"{o}}rfler and
Andreas Krause},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Distributional Gradient Matching for Learning Uncertain Neural Dynamics
Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {29780--29793},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f89394c979b34a25cc4ff8e11234fbfb-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TrevenWDK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WuthrichSK21,
author = {Manuel W{\"{u}}thrich and
Bernhard Sch{\"{o}}lkopf and
Andreas Krause},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Regret Bounds for Gaussian-Process Optimization in Large Domains},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {7385--7396},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/3cec07e9ba5f5bb252d13f5f431e4bbb-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WuthrichSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-01816,
author = {Jens Witkowski and
Rupert Freeman and
Jennifer Wortman Vaughan and
David M. Pennock and
Andreas Krause},
title = {Incentive-Compatible Forecasting Competitions},
journal = {CoRR},
volume = {abs/2101.01816},
year = {2021},
url = {https://arxiv.org/abs/2101.01816},
eprinttype = {arXiv},
eprint = {2101.01816},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-01816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07825,
author = {Christopher K{\"{o}}nig and
Matteo Turchetta and
John Lygeros and
Alisa Rupenyan and
Andreas Krause},
title = {Safe and Efficient Model-free Adaptive Control via Bayesian Optimization},
journal = {CoRR},
volume = {abs/2101.07825},
year = {2021},
url = {https://arxiv.org/abs/2101.07825},
eprinttype = {arXiv},
eprint = {2101.07825},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-08534,
author = {Marc Jourdan and
Mojm{\'{\i}}r Mutn{\'{y}} and
Johannes Kirschner and
Andreas Krause},
title = {Efficient Pure Exploration for Combinatorial Bandits with Semi-Bandit
Feedback},
journal = {CoRR},
volume = {abs/2101.08534},
year = {2021},
url = {https://arxiv.org/abs/2101.08534},
eprinttype = {arXiv},
eprint = {2101.08534},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-08534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05371,
author = {N{\'{u}}ria Armengol Urpi and
Sebastian Curi and
Andreas Krause},
title = {Risk-Averse Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2102.05371},
year = {2021},
url = {https://arxiv.org/abs/2102.05371},
eprinttype = {arXiv},
eprint = {2102.05371},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05371.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12466,
author = {David Lindner and
Matteo Turchetta and
Sebastian Tschiatschek and
Kamil Ciosek and
Andreas Krause},
title = {Information Directed Reward Learning for Reinforcement Learning},
journal = {CoRR},
volume = {abs/2102.12466},
year = {2021},
url = {https://arxiv.org/abs/2102.12466},
eprinttype = {arXiv},
eprint = {2102.12466},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10369,
author = {Sebastian Curi and
Ilija Bogunovic and
Andreas Krause},
title = {Combining Pessimism with Optimism for Robust and Efficient Model-Based
Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2103.10369},
year = {2021},
url = {https://arxiv.org/abs/2103.10369},
eprinttype = {arXiv},
eprint = {2103.10369},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08166,
author = {Anastasia Makarova and
Huibin Shen and
Valerio Perrone and
Aaron Klein and
Jean Baptiste Faddoul and
Andreas Krause and
Matthias W. Seeger and
C{\'{e}}dric Archambeau},
title = {Overfitting in Bayesian Optimization: an empirical study and early-stopping
solution},
journal = {CoRR},
volume = {abs/2104.08166},
year = {2021},
url = {https://arxiv.org/abs/2104.08166},
eprinttype = {arXiv},
eprint = {2104.08166},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-14113,
author = {Manuel W{\"{u}}thrich and
Bernhard Sch{\"{o}}lkopf and
Andreas Krause},
title = {Regret Bounds for Gaussian-Process Optimization in Large Domains},
journal = {CoRR},
volume = {abs/2104.14113},
year = {2021},
url = {https://arxiv.org/abs/2104.14113},
eprinttype = {arXiv},
eprint = {2104.14113},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-14113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-09737,
author = {Kasra Arnavaz and
Oswin Krause and
Jelena M. Krivokapic and
Silja Heilmann and
Jakob Andreas B{\ae}rentzen and
Pia Nyeng and
Aasa Feragen},
title = {Semi-supervised, Topology-Aware Segmentation of Tubular Structures
from Live Imaging 3D Microscopy},
journal = {CoRR},
volume = {abs/2105.09737},
year = {2021},
url = {https://arxiv.org/abs/2105.09737},
eprinttype = {arXiv},
eprint = {2105.09737},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-09737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11802,
author = {Johannes Kirschner and
Andreas Krause},
title = {Bias-Robust Bayesian Optimization via Dueling Bandit},
journal = {CoRR},
volume = {abs/2105.11802},
year = {2021},
url = {https://arxiv.org/abs/2105.11802},
eprinttype = {arXiv},
eprint = {2105.11802},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11839,
author = {Lars Lorch and
Jonas Rothfuss and
Bernhard Sch{\"{o}}lkopf and
Andreas Krause},
title = {DiBS: Differentiable Bayesian Structure Learning},
journal = {CoRR},
volume = {abs/2105.11839},
year = {2021},
url = {https://arxiv.org/abs/2105.11839},
eprinttype = {arXiv},
eprint = {2105.11839},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14024,
author = {Scott Sussex and
Andreas Krause and
Caroline Uhler},
title = {Near-Optimal Multi-Perturbation Experimental Design for Causal Structure
Learning},
journal = {CoRR},
volume = {abs/2105.14024},
year = {2021},
url = {https://arxiv.org/abs/2105.14024},
eprinttype = {arXiv},
eprint = {2105.14024},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14250,
author = {Mikhail Usvyatsov and
Anastasia Makarova and
Rafael Ballester{-}Ripoll and
Maxim V. Rakhuba and
Andreas Krause and
Konrad Schindler},
title = {Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data
via Differentiable Cross-Approximation},
journal = {CoRR},
volume = {abs/2105.14250},
year = {2021},
url = {https://arxiv.org/abs/2105.14250},
eprinttype = {arXiv},
eprint = {2105.14250},
timestamp = {Thu, 27 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14250.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01325,
author = {David Lindner and
Hoda Heidari and
Andreas Krause},
title = {Addressing the Long-term Impact of {ML} Decisions via Policy Regret},
journal = {CoRR},
volume = {abs/2106.01325},
year = {2021},
url = {https://arxiv.org/abs/2106.01325},
eprinttype = {arXiv},
eprint = {2106.01325},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01325.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-02938,
author = {Yatao Bian and
Yu Rong and
Tingyang Xu and
Jiaxiang Wu and
Andreas Krause and
Junzhou Huang},
title = {Energy-Based Learning for Cooperative Games, with Applications to
Feature/Data/Model Valuations},
journal = {CoRR},
volume = {abs/2106.02938},
year = {2021},
url = {https://arxiv.org/abs/2106.02938},
eprinttype = {arXiv},
eprint = {2106.02938},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-02938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03195,
author = {Jonas Rothfuss and
Dominique Heyn and
Jinfan Chen and
Andreas Krause},
title = {Meta-Learning Reliable Priors in the Function Space},
journal = {CoRR},
volume = {abs/2106.03195},
year = {2021},
url = {https://arxiv.org/abs/2106.03195},
eprinttype = {arXiv},
eprint = {2106.03195},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03195.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04443,
author = {Tobias Sutter and
Andreas Krause and
Daniel Kuhn},
title = {Robust Generalization despite Distribution Shift via Minimum Discriminating
Information},
journal = {CoRR},
volume = {abs/2106.04443},
year = {2021},
url = {https://arxiv.org/abs/2106.04443},
eprinttype = {arXiv},
eprint = {2106.04443},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04443.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06345,
author = {Charlotte Bunne and
Laetitia Meng{-}Papaxanthos and
Andreas Krause and
Marco Cuturi},
title = {JKOnet: Proximal Optimal Transport Modeling of Population Dynamics},
journal = {CoRR},
volume = {abs/2106.06345},
year = {2021},
url = {https://arxiv.org/abs/2106.06345},
eprinttype = {arXiv},
eprint = {2106.06345},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07445,
author = {Carl{-}Johann Simon{-}Gabriel and
Noman Ahmed Sheikh and
Andreas Krause},
title = {PopSkipJump: Decision-Based Attack for Probabilistic Classifiers},
journal = {CoRR},
volume = {abs/2106.07445},
year = {2021},
url = {https://arxiv.org/abs/2106.07445},
eprinttype = {arXiv},
eprint = {2106.07445},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11609,
author = {Lenart Treven and
Philippe Wenk and
Florian D{\"{o}}rfler and
Andreas Krause},
title = {Distributional Gradient Matching for Learning Uncertain Neural Dynamics
Models},
journal = {CoRR},
volume = {abs/2106.11609},
year = {2021},
url = {https://arxiv.org/abs/2106.11609},
eprinttype = {arXiv},
eprint = {2106.11609},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-03144,
author = {Parnian Kassraie and
Andreas Krause},
title = {Neural Contextual Bandits without Regret},
journal = {CoRR},
volume = {abs/2107.03144},
year = {2021},
url = {https://arxiv.org/abs/2107.03144},
eprinttype = {arXiv},
eprint = {2107.03144},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-03144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-04050,
author = {Barna P{\'{a}}sztor and
Ilija Bogunovic and
Andreas Krause},
title = {Efficient Model-Based Multi-Agent Mean-Field Reinforcement Learning},
journal = {CoRR},
volume = {abs/2107.04050},
year = {2021},
url = {https://arxiv.org/abs/2107.04050},
eprinttype = {arXiv},
eprint = {2107.04050},
timestamp = {Thu, 22 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-04050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06327,
author = {Pier Giuseppe Sessa and
Ilija Bogunovic and
Andreas Krause and
Maryam Kamgarpour},
title = {Contextual Games: Multi-Agent Learning with Side Information},
journal = {CoRR},
volume = {abs/2107.06327},
year = {2021},
url = {https://arxiv.org/abs/2107.06327},
eprinttype = {arXiv},
eprint = {2107.06327},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-12534,
author = {Zal{\'{a}}n Borsos and
Mojm{\'{\i}}r Mutn{\'{y}} and
Marco Tagliasacchi and
Andreas Krause},
title = {Data Summarization via Bilevel Optimization},
journal = {CoRR},
volume = {abs/2109.12534},
year = {2021},
url = {https://arxiv.org/abs/2109.12534},
eprinttype = {arXiv},
eprint = {2109.12534},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-12534.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03945,
author = {Padraig Davidson and
Michael Steininger and
Florian Lautenschlager and
Anna Krause and
Andreas Hotho},
title = {Anomaly Detection in Beehives: An Algorithm Comparison},
journal = {CoRR},
volume = {abs/2110.03945},
year = {2021},
url = {https://arxiv.org/abs/2110.03945},
eprinttype = {arXiv},
eprint = {2110.03945},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03945.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10809,
author = {Jonas Gehring and
Gabriel Synnaeve and
Andreas Krause and
Nicolas Usunier},
title = {Hierarchical Skills for Efficient Exploration},
journal = {CoRR},
volume = {abs/2110.10809},
year = {2021},
url = {https://arxiv.org/abs/2110.10809},
eprinttype = {arXiv},
eprint = {2110.10809},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11181,
author = {Mojm{\'{\i}}r Mutn{\'{y}} and
Andreas Krause},
title = {Sensing Cox Processes via Posterior Sampling and Positive Bases},
journal = {CoRR},
volume = {abs/2110.11181},
year = {2021},
url = {https://arxiv.org/abs/2110.11181},
eprinttype = {arXiv},
eprint = {2110.11181},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11665,
author = {Elvis Nava and
Mojm{\'{\i}}r Mutn{\'{y}} and
Andreas Krause},
title = {Diversified Sampling for Batched Bayesian Optimization with Determinantal
Point Processes},
journal = {CoRR},
volume = {abs/2110.11665},
year = {2021},
url = {https://arxiv.org/abs/2110.11665},
eprinttype = {arXiv},
eprint = {2110.11665},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14296,
author = {Andreas Schlaginhaufen and
Philippe Wenk and
Andreas Krause and
Florian D{\"{o}}rfler},
title = {Learning Stable Deep Dynamics Models for Partially Observed or Delayed
Dynamical Systems},
journal = {CoRR},
volume = {abs/2110.14296},
year = {2021},
url = {https://arxiv.org/abs/2110.14296},
eprinttype = {arXiv},
eprint = {2110.14296},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03637,
author = {Anastasia Makarova and
Ilnura Usmanova and
Ilija Bogunovic and
Andreas Krause},
title = {Risk-averse Heteroscedastic Bayesian Optimization},
journal = {CoRR},
volume = {abs/2111.03637},
year = {2021},
url = {https://arxiv.org/abs/2111.03637},
eprinttype = {arXiv},
eprint = {2111.03637},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03637.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05008,
author = {Ilija Bogunovic and
Andreas Krause},
title = {Misspecified Gaussian Process Bandit Optimization},
journal = {CoRR},
volume = {abs/2111.05008},
year = {2021},
url = {https://arxiv.org/abs/2111.05008},
eprinttype = {arXiv},
eprint = {2111.05008},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-05008.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07671,
author = {Andrzej Dulny and
Andreas Hotho and
Anna Krause},
title = {NeuralPDE: Modelling Dynamical Systems from Data},
journal = {CoRR},
volume = {abs/2111.07671},
year = {2021},
url = {https://arxiv.org/abs/2111.07671},
eprinttype = {arXiv},
eprint = {2111.07671},
timestamp = {Tue, 16 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-07786,
author = {Octavian{-}Eugen Ganea and
Xinyuan Huang and
Charlotte Bunne and
Yatao Bian and
Regina Barzilay and
Tommi S. Jaakkola and
Andreas Krause},
title = {Independent SE(3)-Equivariant Models for End-to-End Rigid Protein
Docking},
journal = {CoRR},
volume = {abs/2111.07786},
year = {2021},
url = {https://arxiv.org/abs/2111.07786},
eprinttype = {arXiv},
eprint = {2111.07786},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-07786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ascom/HernerABSKSBDPA20,
author = {Ken Herner and
James Annis and
Dillon Brout and
Marcelle Soares{-}Santos and
Richard Kessler and
Masao Sako and
Ray F. Butler and
Zoheyr Doctor and
Antonella Palmese and
Sahar Allam and
Douglas L. Tucker and
Flavia Sobreira and
Brian Yanny and
H. Thomas Diehl and
Joshua A. Frieman and
Noemi Glaeser and
Alyssa Garcia and
N. F. Sherman and
Keith C. Bechtol and
Edo Berger and
Hsinyu Chen and
Christopher J. Conselice and
Erika R. Cook and
Philip S. Cowperthwaite and
Tamara M. Davis and
Alex Drlica{-}Wagner and
David A. Finley and
Ryan J. Foley and
Juan Garc{\'{\i}}a{-}Bellido and
Mandeep S. Gill and
Robert A. Gruendl and
Daniel E. Holz and
Nikolay Kuropatkin and
Huan Lin and
John P. Marriner and
Jennifer L. Marshall and
Thomas Matheson and
Eric H. Neilsen and
Francisco Paz{-}Chinch{\'{o}}n and
Marcus Sauseda and
Daniel M. Scolnic and
Peter K. G. Williams and
Santiago {\'{A}}vila and
Emmanuel Bertin and
Elizabeth Buckley{-}Geer and
David L. Burke and
Aurelio Carnero Rosell and
Matias Carrasco Kind and
Jorge Carretero and
Luiz Nicolaci da Costa and
Juan de Vicente and
Shantanu Desai and
Peter Doel and
Tim F. Eifler and
Spencer W. Everett and
Pablo Fosalba and
Enrique Gazta{\~{n}}aga and
David W. Gerdes and
Julia Gschwend and
Gaston R. Guti{\'{e}}rrez and
William G. Hartley and
Devon L. Hollowood and
Klaus Honscheid and
David J. James and
Elisabeth Krause and
Kyler W. Kuehn and
Ofer Lahav and
Ting S. Li and
Marcos Lima and
Marcio A. G. Maia and
Marisa C. March and
Felipe Menanteau and
Ramon Miquel and
Andreas Alejandro Plazas and
Eusebio S{\'{a}}nchez and
Victor E. Scarpine and
Michael S. Schubnell and
Santiago Serrano and
Ignacio Sevilla{-}Noarbe and
Mathew C. Smith and
Eric Suchyta and
Gregory G. Tarl{\'{e}} and
William C. Wester and
Yuanyuan Zhang},
title = {Optical follow-up of gravitational wave triggers with DECam during
the first two {LIGO/VIRGO} observing runs},
journal = {Astron. Comput.},
volume = {33},
pages = {100425},
year = {2020},
url = {https://doi.org/10.1016/j.ascom.2020.100425},
doi = {10.1016/J.ASCOM.2020.100425},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ascom/HernerABSKSBDPA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlaturL020,
author = {Pragnya Alatur and
Kfir Y. Levy and
Andreas Krause},
title = {Multi-Player Bandits: The Adversarial Case},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {77:1--77:23},
year = {2020},
url = {https://jmlr.org/papers/v21/19-912.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AlaturL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AkerABBBBBBBBBB20,
author = {Max Aker and
Konrad Altenm{\"{u}}ller and
Armen Beglarian and
Jan Behrens and
Anatoly Berlev and
Uwe Besserer and
Benedikt Bieringer and
Klaus Blaum and
Fabian Block and
Beate Bornschein and
Lutz Bornschein and
Matthias B{\"{o}}ttcher and
Tim Brunst and
Thomas C. Caldwell and
Suren Chilingaryan and
Wonqook Choi and
Deseada D. D{\'{\i}}az Barrero and
Karol Debowski and
Marco Deffert and
Martin Descher and
Peter J. Doe and
Otokar Dragoun and
Guido Drexlin and
Stephan Dyba and
Frank Edzards and
Klaus Eitel and
Enrico Ellinger and
Ralph Engel and
Sanshiro Enomoto and
Mariia Fedkevych and
Arne Felden and
Joseph F. Formaggio and
Florian Fr{\"{a}}nkle and
Gregg B. Franklin and
Fabian Friedel and
Alexander Fulst and
Kevin Gauda and
Woosik Gil and
Ferenc Gl{\"{u}}ck and
Robin Gr{\"{o}}{\ss}le and
Rainer Gumbsheimer and
Volker Hannen and
Norman Hau{\ss}mann and
Klaus Helbing and
Stephanie Hickford and
Roman Hiller and
David Hillesheimer and
Dominic Hinz and
Thomas H{\"{o}}hn and
Thibaut Houdy and
Anton Huber and
Alexander Jansen and
Christian Karl and
Jonas Kellerer and
Luke Kippenbrock and
Manuel Klein and
Christoph K{\"{o}}hler and
Leonard K{\"{o}}llenberger and
Andreas Kopmann and
Marc Korzeczek and
Alojz Koval{\'{\i}}k and
Bennet Krasch and
Holger Krause and
Luisa La Cascio and
Thierry Lasserre and
Thanh{-}Long Le and
Ondrej Lebeda and
Bjoern Lehnert and
Alexey Lokhov and
Moritz Machatschek and
Emma Malcherek and
Alexander Marsteller and
Eric L. Martin and
Matthias Meier and
Christin Melzer and
Susanne Mertens and
Klaus M{\"{u}}ller and
Simon Niemes and
Patrick Oelpmann and
Alexander Osipowicz and
Diana S. Parno and
Alan W. P. Poon and
Jose M. Lopez Poyato and
Florian Priester and
Oliver Rest and
Marco R{\"{o}}llig and
Carsten R{\"{o}}ttele and
R. G. Hamish Robertson and
Caroline Rodenbeck and
Milos Rysavy and
Rudolf Sack and
Alejandro Saenz and
Peter Sch{\"{a}}fer and
Anna Schaller (n{\'{e}}e Pollithy) and
Lutz Schimpf and
Klaus Schl{\"{o}}sser and
Magnus Schl{\"{o}}sser and
Lisa Schl{\"{u}}ter and
Michael Schrank and
Bruno Schulz and
Michal Sefc{\'{\i}}k and
Hendrik Seitz{-}Moskaliuk and
Val{\'{e}}rian Sibille and
Daniel Siegmann and
Martin Slez{\'{a}}k and
Felix Spanier and
Markus Steidl and
Michael Sturm and
Menglei Sun and
Helmut H. Telle and
Larisa A. Thorne and
Thomas Th{\"{u}}mmler and
Nikita Titov and
Igor Tkachev and
Drahos V{\'{e}}nos and
Kathrin Valerius and
Ana P. Vizcaya Hern{\'{a}}ndez and
Marc Weber and
Christian Weinheimer and
Christiane Weiss and
Stefan Welte and
J{\"{u}}rgen Wendel and
John F. Wilkerson and
Joachim Wolf and
Sascha W{\"{u}}stling and
Weiran Xu and
Yung{-}Ruey Yen and
Sergey Zadoroghny and
Genrich Zeller},
title = {Quantitative Long-Term Monitoring of the Circulating Gases in the
{KATRIN} Experiment Using Raman Spectroscopy},
journal = {Sensors},
volume = {20},
number = {17},
pages = {4827},
year = {2020},
url = {https://doi.org/10.3390/s20174827},
doi = {10.3390/S20174827},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/AkerABBBBBBBBBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MutnyK020,
author = {Mojmir Mutny and
Johannes Kirschner and
Andreas Krause},
title = {Experimental Design for Optimization of Orthogonal Projection Pursuit
Models},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {10235--10242},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i06.6585},
doi = {10.1609/AAAI.V34I06.6585},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MutnyK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WenkAOS0B20,
author = {Philippe Wenk and
Gabriele Abbati and
Michael A. Osborne and
Bernhard Sch{\"{o}}lkopf and
Andreas Krause and
Stefan Bauer},
title = {{ODIN:} ODE-Informed Regression for Parameter and State Inference
in Time-Continuous Dynamical Systems},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {6364--6371},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6106},
doi = {10.1609/AAAI.V34I04.6106},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WenkAOS0B20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Bogunovic0S20,
author = {Ilija Bogunovic and
Andreas Krause and
Jonathan Scarlett},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Corruption-Tolerant Gaussian Process Bandit Optimization},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {1071--1081},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/bogunovic20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/Bogunovic0S20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KirschnerBJ020,
author = {Johannes Kirschner and
Ilija Bogunovic and
Stefanie Jegelka and
Andreas Krause},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Distributionally Robust Bayesian Optimization},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2174--2184},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/kirschner20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KirschnerBJ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MutnyD020,
author = {Mojmir Mutny and
Michal Derezinski and
Andreas Krause},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Convergence Analysis of Block Coordinate Algorithms with Determinantal
Sampling},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {3110--3120},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/mutny20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MutnyD020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SessaBK020,
author = {Pier Giuseppe Sessa and
Ilija Bogunovic and
Maryam Kamgarpour and
Andreas Krause},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Mixed Strategies for Robust Optimization of Unknown Objectives},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2970--2980},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/sessa20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SessaBK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KirschnerL020,
author = {Johannes Kirschner and
Tor Lattimore and
Andreas Krause},
editor = {Jacob D. Abernethy and
Shivani Agarwal},
title = {Information Directed Sampling for Linear Partial Monitoring},
booktitle = {Conference on Learning Theory, {COLT} 2020, 9-12 July 2020, Virtual
Event [Graz, Austria]},
series = {Proceedings of Machine Learning Research},
volume = {125},
pages = {2328--2369},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v125/kirschner20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/KirschnerL020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DhallMGPG020,
author = {Ankit Dhall and
Anastasia Makarova and
Octavian Ganea and
Dario Pavllo and
Michael Greeff and
Andreas Krause},
title = {Hierarchical Image Classification using Entailment Cone Embeddings},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} Workshops 2020, Seattle, WA, USA, June 14-19, 2020},
pages = {3649--3658},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPRW\_2020/html/w50/Dhall\_Hierarchical\_Image\_Classification\_Using\_Entailment\_Cone\_Embeddings\_CVPRW\_2020\_paper.html},
doi = {10.1109/CVPRW50498.2020.00426},
timestamp = {Tue, 31 Aug 2021 14:00:09 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/DhallMGPG020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SahinBB020,
author = {Aytunc Sahin and
Yatao Bian and
Joachim M. Buhmann and
Andreas Krause},
title = {From Sets to Multisets: Provable Variational Inference for Probabilistic
Integer Submodular Models},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8388--8397},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/sahin20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SahinBB020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KobsSSKBPH20,
author = {Konstantin Kobs and
Christian Sch{\"{a}}fer and
Michael Steininger and
Anna Krause and
Roland Baumhauer and
Heiko Paeth and
Andreas Hotho},
editor = {Alberto Del Bimbo and
Rita Cucchiara and
Stan Sclaroff and
Giovanni Maria Farinella and
Tao Mei and
Marco Bertini and
Hugo Jair Escalante and
Roberto Vezzani},
title = {Semi-Supervised Learning for Grain Size Distribution Interpolation},
booktitle = {Pattern Recognition. {ICPR} International Workshops and Challenges
- Virtual Event, January 10-15, 2021, Proceedings, Part {VI}},
series = {Lecture Notes in Computer Science},
volume = {12666},
pages = {34--44},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-68780-9\_4},
doi = {10.1007/978-3-030-68780-9\_4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/KobsSSKBPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/Agudelo-EspanaZ20,
author = {Diego Agudelo{-}Espa{\~{n}}a and
Andrii Zadaianchuk and
Philippe Wenk and
Aditya Garg and
Joel Akpo and
Felix Grimminger and
Julian Viereck and
Maximilien Naveau and
Ludovic Righetti and
Georg Martius and
Andreas Krause and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer and
Manuel W{\"{u}}thrich},
title = {A Real-Robot Dataset for Assessing Transferability of Learned Dynamics
Models},
booktitle = {2020 {IEEE} International Conference on Robotics and Automation, {ICRA}
2020, Paris, France, May 31 - August 31, 2020},
pages = {8151--8157},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICRA40945.2020.9197392},
doi = {10.1109/ICRA40945.2020.9197392},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/Agudelo-EspanaZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/Turchetta0T20,
author = {Matteo Turchetta and
Andreas Krause and
Sebastian Trimpe},
title = {Robust Model-free Reinforcement Learning with Multi-objective Bayesian
Optimization},
booktitle = {2020 {IEEE} International Conference on Robotics and Automation, {ICRA}
2020, Paris, France, May 31 - August 31, 2020},
pages = {10702--10708},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICRA40945.2020.9197000},
doi = {10.1109/ICRA40945.2020.9197000},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/Turchetta0T20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DaxbergerMT020,
author = {Erik A. Daxberger and
Anastasia Makarova and
Matteo Turchetta and
Andreas Krause},
editor = {Christian Bessiere},
title = {Mixed-Variable Bayesian Optimization},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2633--2639},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/365},
doi = {10.24963/IJCAI.2020/365},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DaxbergerMT020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/KrauseF20,
author = {Andreas Krause and
Michael Fairbank},
title = {Baseline win rates for neural-network based trading algorithms},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207649},
doi = {10.1109/IJCNN48605.2020.9207649},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/KrauseF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/CuriMBK20,
author = {Sebastian Curi and
Silvan Melchior and
Felix Berkenkamp and
Andreas Krause},
editor = {Alexandre M. Bayen and
Ali Jadbabaie and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Structured Variational Inference in Partially Observable UnstableGaussian
Process State Space Models},
booktitle = {Proceedings of the 2nd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2020, Online Event, Berkeley, CA, USA, 11-12 June
2020},
series = {Proceedings of Machine Learning Research},
volume = {120},
pages = {147--157},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v120/curi20a.html},
timestamp = {Thu, 03 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/l4dc/CuriMBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/Usmanova0K20,
author = {Ilnura Usmanova and
Andreas Krause and
Maryam Kamgarpour},
editor = {Alexandre M. Bayen and
Ali Jadbabaie and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Safe non-smooth black-box optimization with application to policy
search},
booktitle = {Proceedings of the 2nd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2020, Online Event, Berkeley, CA, USA, 11-12 June
2020},
series = {Proceedings of Machine Learning Research},
volume = {120},
pages = {980--989},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v120/usmanova20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/l4dc/Usmanova0K20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BorsosM020,
author = {Zal{\'{a}}n Borsos and
Mojmir Mutny and
Andreas Krause},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Coresets via Bilevel Optimization for Continual Learning and Streaming},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/aa2a77371374094fe9e0bc1de3f94ed9-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BorsosM020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CuriB020,
author = {Sebastian Curi and
Felix Berkenkamp and
Andreas Krause},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Efficient Model-Based Reinforcement Learning through Optimistic Policy
Search and Planning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/a36b598abb934e4528412e5a2127b931-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CuriB020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CuriLJ020,
author = {Sebastian Curi and
Kfir Y. Levy and
Stefanie Jegelka and
Andreas Krause},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Adaptive Sampling for Stochastic Risk-Averse Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/0b6ace9e8971cf36f1782aa982a708db-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CuriLJ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PaulusCT0M20,
author = {Max B. Paulus and
Dami Choi and
Daniel Tarlow and
Andreas Krause and
Chris J. Maddison},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Gradient Estimation with Stochastic Softmax Tricks},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/3df80af53dce8435cf9ad6c3e7a403fd-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/PaulusCT0M20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SessaB0K20,
author = {Pier Giuseppe Sessa and
Ilija Bogunovic and
Andreas Krause and
Maryam Kamgarpour},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Contextual Games: Multi-Agent Learning with Side Information},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/f9afa97535cf7c8789a1c50a2cd83787-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SessaB0K20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SessaBK020,
author = {Pier Giuseppe Sessa and
Ilija Bogunovic and
Maryam Kamgarpour and
Andreas Krause},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Learning to Play Sequential Games versus Unknown Opponents},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/65cf25ef90de99d93fa96dc49d0d8b3c-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SessaBK020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TurchettaKS0A20,
author = {Matteo Turchetta and
Andrey Kolobov and
Shital Shah and
Andreas Krause and
Alekh Agarwal},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Safe Reinforcement Learning via Curriculum Induction},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/8df6a65941e4c9da40a4fb899de65c55-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TurchettaKS0A20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SchlorRKH20,
author = {Daniel Schl{\"{o}}r and
Markus Ring and
Anna Krause and
Andreas Hotho},
editor = {Valerio Bitetta and
Ilaria Bordino and
Andrea Ferretti and
Francesco Gullo and
Giovanni Ponti and
Lorenzo Severini},
title = {Financial Fraud Detection with Improved Neural Arithmetic Logic Units},
booktitle = {Mining Data for Financial Applications - 5th {ECML} {PKDD} Workshop,
{MIDAS} 2020, Ghent, Belgium, September 18, 2020, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {12591},
pages = {40--54},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-66981-2\_4},
doi = {10.1007/978-3-030-66981-2\_4},
timestamp = {Sat, 08 Jun 2024 13:13:55 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SchlorRKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/AlamBBCCCGGFHHH20,
author = {Sadaf R. Alam and
Javier Bartolome and
Sanzio Bassini and
Michele Carpen{\`{e}} and
Mirko Cestari and
Frederic Combeau and
Sergi Girona and
Stefano Gorini and
Giuseppe Fiameni and
Bj{\"{o}}rn Hagemeier and
Thorsten Hater and
Andreas Herten and
Nikoleta Kiapidou and
Wouter Klijn and
Dorian Krause and
Jacques{-}Charles Lafoucriere and
Cerlane Leong and
Thomas Leibovici and
Thomas Lippert and
Colin McMurtrie and
Pavel Mezentsev and
Anne Nahm and
Boris Orth and
Dirk Pleiter and
Thomas C. Schulthess and
Benedikt von St. Vieth and
Debora Testi and
Gilles Wiber},
title = {Archival Data Repository Services to Enable {HPC} and Cloud Workflows
in a Federated Research e-Infrastructure},
booktitle = {{IEEE/ACM} International Workshop on Interoperability of Supercomputing
and Cloud Technologies, SuperCompCloud@SC 2020, Atlanta, GA, USA,
November 11, 2020},
pages = {39--44},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SuperCompCloud51944.2020.00012},
doi = {10.1109/SUPERCOMPCLOUD51944.2020.00012},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sc/AlamBBCCCGGFHHH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensornets/DavidsonSLKKH20,
author = {Padraig Davidson and
Michael Steininger and
Florian Lautenschlager and
Konstantin Kobs and
Anna Krause and
Andreas Hotho},
editor = {Nirwan Ansari and
Andreas Ahrens and
C{\'{e}}sar Benavente{-}Peces},
title = {Anomaly Detection in Beehives using Deep Recurrent Autoencoders},
booktitle = {Proceedings of the 9th International Conference on Sensor Networks,
{SENSORNETS} 2020, Valletta, Malta, February 28-29, 2020},
pages = {142--149},
publisher = {{SCITEPRESS}},
year = {2020},
url = {https://doi.org/10.5220/0009161201420149},
doi = {10.5220/0009161201420149},
timestamp = {Tue, 06 Jun 2023 14:58:00 +0200},
biburl = {https://dblp.org/rec/conf/sensornets/DavidsonSLKKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05551,
author = {Jonas Rothfuss and
Vincent Fortuin and
Andreas Krause},
title = {{PACOH:} Bayes-Optimal Meta-Learning with PAC-Guarantees},
journal = {CoRR},
volume = {abs/2002.05551},
year = {2020},
url = {https://arxiv.org/abs/2002.05551},
eprinttype = {arXiv},
eprint = {2002.05551},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09038,
author = {Johannes Kirschner and
Ilija Bogunovic and
Stefanie Jegelka and
Andreas Krause},
title = {Distributionally Robust Bayesian Optimization},
journal = {CoRR},
volume = {abs/2002.09038},
year = {2020},
url = {https://arxiv.org/abs/2002.09038},
eprinttype = {arXiv},
eprint = {2002.09038},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-11182,
author = {Johannes Kirschner and
Tor Lattimore and
Andreas Krause},
title = {Information Directed Sampling for Linear Partial Monitoring},
journal = {CoRR},
volume = {abs/2002.11182},
year = {2020},
url = {https://arxiv.org/abs/2002.11182},
eprinttype = {arXiv},
eprint = {2002.11182},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-11182.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-12613,
author = {Pier Giuseppe Sessa and
Ilija Bogunovic and
Maryam Kamgarpour and
Andreas Krause},
title = {Mixed Strategies for Robust Optimization of Unknown Objectives},
journal = {CoRR},
volume = {abs/2002.12613},
year = {2020},
url = {https://arxiv.org/abs/2002.12613},
eprinttype = {arXiv},
eprint = {2002.12613},
timestamp = {Tue, 05 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-12613.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01971,
author = {Ilija Bogunovic and
Andreas Krause and
Jonathan Scarlett},
title = {Corruption-Tolerant Gaussian Process Bandit Optimization},
journal = {CoRR},
volume = {abs/2003.01971},
year = {2020},
url = {https://arxiv.org/abs/2003.01971},
eprinttype = {arXiv},
eprint = {2003.01971},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-02658,
author = {Emmanouil Angelis and
Philippe Wenk and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer and
Andreas Krause},
title = {{SLEIPNIR:} Deterministic and Provably Accurate Feature Expansion
for Gaussian Process Regression with Derivatives},
journal = {CoRR},
volume = {abs/2003.02658},
year = {2020},
url = {https://arxiv.org/abs/2003.02658},
eprinttype = {arXiv},
eprint = {2003.02658},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-02658.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04576,
author = {Padraig Davidson and
Michael Steininger and
Florian Lautenschlager and
Konstantin Kobs and
Anna Krause and
Andreas Hotho},
title = {Anomaly Detection in Beehives using Deep Recurrent Autoencoders},
journal = {CoRR},
volume = {abs/2003.04576},
year = {2020},
url = {https://arxiv.org/abs/2003.04576},
eprinttype = {arXiv},
eprint = {2003.04576},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-04576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03459,
author = {Ankit Dhall and
Anastasia Makarova and
Octavian Ganea and
Dario Pavllo and
Michael Greeff and
Andreas Krause},
title = {Hierarchical Image Classification using Entailment Cone Embeddings},
journal = {CoRR},
volume = {abs/2004.03459},
year = {2020},
url = {https://arxiv.org/abs/2004.03459},
eprinttype = {arXiv},
eprint = {2004.03459},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-01293,
author = {Aytunc Sahin and
Yatao Bian and
Joachim M. Buhmann and
Andreas Krause},
title = {From Sets to Multisets: Provable Variational Inference for Probabilistic
Integer Submodular Models},
journal = {CoRR},
volume = {abs/2006.01293},
year = {2020},
url = {https://arxiv.org/abs/2006.01293},
eprinttype = {arXiv},
eprint = {2006.01293},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-01293.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03875,
author = {Zal{\'{a}}n Borsos and
Mojm{\'{\i}}r Mutn{\'{y}} and
Andreas Krause},
title = {Coresets via Bilevel Optimization for Continual Learning and Streaming},
journal = {CoRR},
volume = {abs/2006.03875},
year = {2020},
url = {https://arxiv.org/abs/2006.03875},
eprinttype = {arXiv},
eprint = {2006.03875},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07038,
author = {Vignesh Ram Somnath and
Charlotte Bunne and
Connor W. Coley and
Andreas Krause and
Regina Barzilay},
title = {Learning Graph Models for Template-Free Retrosynthesis},
journal = {CoRR},
volume = {abs/2006.07038},
year = {2020},
url = {https://arxiv.org/abs/2006.07038},
eprinttype = {arXiv},
eprint = {2006.07038},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07038.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08063,
author = {Max B. Paulus and
Dami Choi and
Daniel Tarlow and
Andreas Krause and
Chris J. Maddison},
title = {Gradient Estimation with Stochastic Softmax Tricks},
journal = {CoRR},
volume = {abs/2006.08063},
year = {2020},
url = {https://arxiv.org/abs/2006.08063},
eprinttype = {arXiv},
eprint = {2006.08063},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08684,
author = {Sebastian Curi and
Felix Berkenkamp and
Andreas Krause},
title = {Efficient Model-Based Reinforcement Learning through Optimistic Policy
Search and Planning},
journal = {CoRR},
volume = {abs/2006.08684},
year = {2020},
url = {https://arxiv.org/abs/2006.08684},
eprinttype = {arXiv},
eprint = {2006.08684},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08684.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11022,
author = {Lenart Treven and
Sebastian Curi and
Mojmir Mutny and
Andreas Krause},
title = {Learning Controllers for Unstable Linear Quadratic Regulators from
a Single Trajectory},
journal = {CoRR},
volume = {abs/2006.11022},
year = {2020},
url = {https://arxiv.org/abs/2006.11022},
eprinttype = {arXiv},
eprint = {2006.11022},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12136,
author = {Matteo Turchetta and
Andrey Kolobov and
Shital Shah and
Andreas Krause and
Alekh Agarwal},
title = {Safe Reinforcement Learning via Curriculum Induction},
journal = {CoRR},
volume = {abs/2006.12136},
year = {2020},
url = {https://arxiv.org/abs/2006.12136},
eprinttype = {arXiv},
eprint = {2006.12136},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13474,
author = {Yatao Bian and
Joachim M. Buhmann and
Andreas Krause},
title = {Continuous Submodular Function Maximization},
journal = {CoRR},
volume = {abs/2006.13474},
year = {2020},
url = {https://arxiv.org/abs/2006.13474},
eprinttype = {arXiv},
eprint = {2006.13474},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-03285,
author = {Ilija Bogunovic and
Arpan Losalka and
Andreas Krause and
Jonathan Scarlett},
title = {Stochastic Linear Bandits Robust to Adversarial Attacks},
journal = {CoRR},
volume = {abs/2007.03285},
year = {2020},
url = {https://arxiv.org/abs/2007.03285},
eprinttype = {arXiv},
eprint = {2007.03285},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-03285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05271,
author = {Pier Giuseppe Sessa and
Ilija Bogunovic and
Maryam Kamgarpour and
Andreas Krause},
title = {Learning to Play Sequential Games versus Unknown Opponents},
journal = {CoRR},
volume = {abs/2007.05271},
year = {2020},
url = {https://arxiv.org/abs/2007.05271},
eprinttype = {arXiv},
eprint = {2007.05271},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12908,
author = {Patrick Zulian and
Alena Kopanic{\'{a}}kov{\'{a}} and
Maria Giuseppina Chiara Nestola and
Andreas Fink and
Nur Aiman Fadel and
Joost VandeVondele and
Rolf Krause},
title = {Large scale simulation of pressure induced phase-field fracture propagation
using Utopia},
journal = {CoRR},
volume = {abs/2007.12908},
year = {2020},
url = {https://arxiv.org/abs/2007.12908},
eprinttype = {arXiv},
eprint = {2007.12908},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-12908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00439,
author = {Chris Wendler and
Andisheh Amrollahi and
Bastian Seifert and
Andreas Krause and
Markus P{\"{u}}schel},
title = {Learning Set Functions that are Sparse in Non-Orthogonal Fourier Bases},
journal = {CoRR},
volume = {abs/2010.00439},
year = {2020},
url = {https://arxiv.org/abs/2010.00439},
eprinttype = {arXiv},
eprint = {2010.00439},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04838,
author = {Max B. Paulus and
Chris J. Maddison and
Andreas Krause},
title = {Rao-Blackwellizing the Straight-Through Gumbel-Softmax Gradient Estimator},
journal = {CoRR},
volume = {abs/2010.04838},
year = {2020},
url = {https://arxiv.org/abs/2010.04838},
eprinttype = {arXiv},
eprint = {2010.04838},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09654,
author = {Zal{\'{a}}n Borsos and
Marco Tagliasacchi and
Andreas Krause},
title = {Semi-supervised Batch Active Learning via Bilevel Optimization},
journal = {CoRR},
volume = {abs/2010.09654},
year = {2020},
url = {https://arxiv.org/abs/2010.09654},
eprinttype = {arXiv},
eprint = {2010.09654},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09818,
author = {Mohammad Reza Karimi and
Nezihe Merve G{\"{u}}rel and
Bojan Karlas and
Johannes Rausch and
Ce Zhang and
Andreas Krause},
title = {Online Active Model Selection for Pre-trained Classifiers},
journal = {CoRR},
volume = {abs/2010.09818},
year = {2020},
url = {https://arxiv.org/abs/2010.09818},
eprinttype = {arXiv},
eprint = {2010.09818},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11151,
author = {Joan Bas{-}Serrano and
Sebastian Curi and
Andreas Krause and
Gergely Neu},
title = {Logistic {\textdollar}Q{\textdollar}-Learning},
journal = {CoRR},
volume = {abs/2010.11151},
year = {2020},
url = {https://arxiv.org/abs/2010.11151},
eprinttype = {arXiv},
eprint = {2010.11151},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10394,
author = {Michael Steininger and
Daniel Abel and
Katrin Ziegler and
Anna Krause and
Heiko Paeth and
Andreas Hotho},
title = {Deep Learning for Climate Model Output Statistics},
journal = {CoRR},
volume = {abs/2012.10394},
year = {2020},
url = {https://arxiv.org/abs/2012.10394},
eprinttype = {arXiv},
eprint = {2012.10394},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/RaychevVK19,
author = {Veselin Raychev and
Martin T. Vechev and
Andreas Krause},
title = {Predicting program properties from 'big code'},
journal = {Commun. {ACM}},
volume = {62},
number = {3},
pages = {99--107},
year = {2019},
url = {https://doi.org/10.1145/3306204},
doi = {10.1145/3306204},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/RaychevVK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BerkenkampSK19,
author = {Felix Berkenkamp and
Angela P. Schoellig and
Andreas Krause},
title = {No-Regret Bayesian Optimization with Unknown Hyperparameters},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {50:1--50:24},
year = {2019},
url = {https://jmlr.org/papers/v20/18-213.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BerkenkampSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AchtsnichtPOK19,
author = {Stefan Achtsnicht and
Ali Mohammad Pourshahidi and
Andreas Offenh{\"{a}}usser and
Hans{-}Joachim Krause},
title = {Multiplex Detection of Different Magnetic Beads Using Frequency Scanning
in Magnetic Frequency Mixing Technique},
journal = {Sensors},
volume = {19},
number = {11},
pages = {2599},
year = {2019},
url = {https://doi.org/10.3390/s19112599},
doi = {10.3390/S19112599},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/AchtsnichtPOK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AchtsnichtTNTOK19,
author = {Stefan Achtsnicht and
Julia T{\"{o}}dter and
Julia Niehues and
Matthias Tel{\"{o}}ken and
Andreas Offenh{\"{a}}usser and
Hans{-}Joachim Krause and
Florian Schr{\"{o}}per},
title = {3D Printed Modular Immunofiltration Columns for Frequency Mixing-Based
Multiplex Magnetic Immunodetection},
journal = {Sensors},
volume = {19},
number = {1},
pages = {148},
year = {2019},
url = {https://doi.org/10.3390/s19010148},
doi = {10.3390/S19010148},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/AchtsnichtTNTOK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/HuangDTYLRKOX19,
author = {Xiaolei Huang and
Hui Dong and
Quan Tao and
Mengmeng Yu and
Yongqiang Li and
Liangliang Rong and
Hans{-}Joachim Krause and
Andreas Offenh{\"{a}}usser and
Xiaoming Xie},
title = {Sensor Configuration and Algorithms for Power-Line Interference Suppression
in Low Field Nuclear Magnetic Resonance},
journal = {Sensors},
volume = {19},
number = {16},
pages = {3566},
year = {2019},
url = {https://doi.org/10.3390/s19163566},
doi = {10.3390/S19163566},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/HuangDTYLRKOX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JagharghKLV19,
author = {Mohammad Reza Karimi Jaghargh and
Andreas Krause and
Silvio Lattanzi and
Sergei Vassilvitskii},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Consistent Online Optimization: Convex and Submodular},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2241--2250},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/jaghargh19a.html},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/JagharghKLV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LevyK19,
author = {Kfir Y. Levy and
Andreas Krause},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Projection Free Online Learning over Smooth Sets},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1458--1466},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/levy19a.html},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/LevyK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SessaKK19,
author = {Pier Giuseppe Sessa and
Maryam Kamgarpour and
Andreas Krause},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Bounding Inefficiency of Equilibria in Continuous Actions Games using
Submodularity and Curvature},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2017--2027},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/sessa19a.html},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SessaKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/UsmanovaKK19,
author = {Ilnura Usmanova and
Andreas Krause and
Maryam Kamgarpour},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Safe Convex Learning under Uncertain Constraints},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2106--2114},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/usmanova19a.html},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/UsmanovaKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WenkGBG0B19,
author = {Philippe Wenk and
Alkis Gotovos and
Stefan Bauer and
Nico S. Gorbach and
Andreas Krause and
Joachim M. Buhmann},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Fast Gaussian process based gradient matching for parameter identification
in systems of nonlinear ODEs},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1351--1360},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/wenk19a.html},
timestamp = {Fri, 07 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WenkGBG0B19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/braincomp/AlamBBCCCGGFHHK19,
author = {Sadaf R. Alam and
Javier Bartolome and
Sanzio Bassini and
Michele Carpen{\`{e}} and
Mirko Cestari and
Frederic Combeau and
Sergi Girona and
Stefano Gorini and
Giuseppe Fiameni and
Bj{\"{o}}rn Hagemeier and
Andreas Herten and
Nikoleta Kiapidou and
Wouter Klijn and
Dorian Krause and
Jacques{-}Charles Lafoucriere and
Cerlane Leong and
Thomas Leibovici and
Thomas Lippert and
Colin McMurtrie and
Pavel Mezentsev and
Anne Nahm and
Boris Orth and
Dirk Pleiter and
Thomas C. Schulthess and
Benedikt von St. Vieth and
Debora Testi and
Gilles Wiber},
editor = {Katrin Amunts and
Lucio Grandinetti and
Thomas Lippert and
Nicolai Petkov},
title = {Fenix: Distributed e-Infrastructure Services for {EBRAINS}},
booktitle = {Brain-Inspired Computing - 4th International Workshop, BrainComp 2019,
Cetraro, Italy, July 15-19, 2019, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12339},
pages = {81--89},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-82427-3\_6},
doi = {10.1007/978-3-030-82427-3\_6},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/braincomp/AlamBBCCCGGFHHK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/CuriL019,
author = {Sebastian Curi and
Kfir Y. Levy and
Andreas Krause},
title = {Adaptive Input Estimation in Linear Dynamical Systems with Applications
to Learning-from-Observations},
booktitle = {58th {IEEE} Conference on Decision and Control, {CDC} 2019, Nice,
France, December 11-13, 2019},
pages = {4115--4120},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CDC40024.2019.9029379},
doi = {10.1109/CDC40024.2019.9029379},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/CuriL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VoigtlaenderKOL19,
author = {Paul Voigtlaender and
Michael Krause and
Aljosa Osep and
Jonathon Luiten and
Berin Balachandar Gnana Sekar and
Andreas Geiger and
Bastian Leibe},
title = {{MOTS:} Multi-Object Tracking and Segmentation},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2019, Long Beach, CA, USA, June 16-20, 2019},
pages = {7942--7951},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2019},
url = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Voigtlaender\_MOTS\_Multi-Object\_Tracking\_and\_Segmentation\_CVPR\_2019\_paper.html},
doi = {10.1109/CVPR.2019.00813},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/VoigtlaenderKOL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eScience/AtkinsonFKKKMPR19,
author = {Malcolm P. Atkinson and
Rosa Filgueira and
Iraklis A. Klampanos and
Antonis Koukourikos and
Amrey Krause and
Federica Magnoni and
Christian Pag{\'{e}} and
Andreas Rietbrock and
Alessandro Spinuso},
title = {Comprehensible Control for Researchers and Developers Facing Data
Challenges},
booktitle = {15th International Conference on eScience, eScience 2019, San Diego,
CA, USA, September 24-27, 2019},
pages = {311--320},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/eScience.2019.00042},
doi = {10.1109/ESCIENCE.2019.00042},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eScience/AtkinsonFKKKMPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eScience/KlampanosMCPLIK19,
author = {Iraklis A. Klampanos and
Federica Magnoni and
Emanuele Casarotti and
Christian Pag{\'{e}} and
Mike Lindner and
Andreas Ikonomopoulos and
Vangelis Karkaletsis and
Athanasios Davvetas and
Andr{\'{e}} Gem{\"{u}}nd and
Malcolm P. Atkinson and
Antonios Koukourikos and
Rosa Filgueira and
Amrey Krause and
Alessandro Spinuso and
Angelos Charalambidis},
title = {{DARE:} {A} Reflective Platform Designed to Enable Agile Data-Driven
Research on the Cloud},
booktitle = {15th International Conference on eScience, eScience 2019, San Diego,
CA, USA, September 24-27, 2019},
pages = {578--585},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/eScience.2019.00079},
doi = {10.1109/ESCIENCE.2019.00079},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eScience/KlampanosMCPLIK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eucc/SpiessB0P19,
author = {Robin Spiess and
Felix Berkenkamp and
Andreas Krause and
Jan Poland},
title = {Learning to Compensate Photovoltaic Power Fluctuations from Images
of the Sky by Imitating an Optimal Policy},
booktitle = {17th European Control Conference, {ECC} 2019, Naples, Italy, June
25-28, 2019},
pages = {9--15},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/ECC.2019.8795724},
doi = {10.23919/ECC.2019.8795724},
timestamp = {Thu, 11 Feb 2021 14:14:57 +0100},
biburl = {https://dblp.org/rec/conf/eucc/SpiessB0P19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/HeidariLGK19,
author = {Hoda Heidari and
Michele Loi and
Krishna P. Gummadi and
Andreas Krause},
editor = {danah boyd and
Jamie H. Morgenstern},
title = {A Moral Framework for Understanding Fair {ML} through Economic Models
of Equality of Opportunity},
booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency,
FAT* 2019, Atlanta, GA, USA, January 29-31, 2019},
pages = {181--190},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3287560.3287584},
doi = {10.1145/3287560.3287584},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fat/HeidariLGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gil/EickeSIDK19,
author = {Chris Eicke and
Daniel Schirmer and
Marco Iezzi and
Andreas Daum and
Manfred Krause},
editor = {Andreas Meyer{-}Aurich and
Markus Gandorfer and
Norbert Barta and
Andreas Gronauer and
Jochen Kantelhardt and
Helga Floto},
title = {Automatisierte Steuerung von virtuellen Biogas-Kraftwerksverb{\"{u}}nden
f{\"{u}}r den netzorientierten Betrieb},
booktitle = {39. GIL-Jahrestagung, Informatik in der Land-, Forst- und Ern{\"{a}}hrungswirtschaft,
Fokus: Digitalisierung f{\"{u}}r landwirtschaftliche Betriebe
in kleinstrukturierten Regionen - ein Widerspruch in sich? 18.-19.
Februar 2019, Wien, {\"{O}}sterreich},
series = {{LNI}},
volume = {{P-287}},
pages = {47--52},
publisher = {Gesellschaft f{\"{u}}r Informatik e.V.},
year = {2019},
url = {https://dl.gi.de/handle/20.500.12116/23111},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gil/EickeSIDK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/NikolovKBK19,
author = {Nikolay Nikolov and
Johannes Kirschner and
Felix Berkenkamp and
Andreas Krause},
title = {Information-Directed Exploration for Deep Reinforcement Learning},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Byx83s09Km},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/NikolovKBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AbbatiWO0SB19,
author = {Gabriele Abbati and
Philippe Wenk and
Michael A. Osborne and
Andreas Krause and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {AReS and MaRS Adversarial and MMD-Minimizing Regression for SDEs},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {1--10},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/abbati19a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/AbbatiWO0SB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BianB019,
author = {Yatao An Bian and
Joachim M. Buhmann and
Andreas Krause},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Optimal Continuous DR-Submodular Maximization and Applications to
Provable Mean Field Inference},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {644--653},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/bian19a.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BianB019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BorsosCL019,
author = {Zal{\'{a}}n Borsos and
Sebastian Curi and
Kfir Yehuda Levy and
Andreas Krause},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Online Variance Reduction with Mixtures},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {705--714},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/borsos19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BorsosCL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BunneA0J19,
author = {Charlotte Bunne and
David Alvarez{-}Melis and
Andreas Krause and
Stefanie Jegelka},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Learning Generative Models across Incomparable Spaces},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {851--861},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/bunne19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BunneA0J19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KirschnerMHI019,
author = {Johannes Kirschner and
Mojmir Mutny and
Nicole Hiller and
Rasmus Ischebeck and
Andreas Krause},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional
Subspaces},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {3429--3438},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/kirschner19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KirschnerMHI019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HelouMKB19,
author = {Majed El Helou and
Stephan Mandt and
Andreas Krause and
Paul A. Beardsley},
title = {Mobile Robotic Painting of Texture},
booktitle = {International Conference on Robotics and Automation, {ICRA} 2019,
Montreal, QC, Canada, May 20-24, 2019},
pages = {640--647},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICRA.2019.8793947},
doi = {10.1109/ICRA.2019.8793947},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/HelouMKB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FiduciosoCSG019,
author = {Marcello Fiducioso and
Sebastian Curi and
Benedikt Schumacher and
Markus Gwerder and
Andreas Krause},
editor = {Sarit Kraus},
title = {Safe Contextual Bayesian Optimization for Sustainable Room Temperature
{PID} Control Tuning},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {5850--5856},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/811},
doi = {10.24963/IJCAI.2019/811},
timestamp = {Tue, 20 Aug 2019 16:18:18 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/FiduciosoCSG019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SrivastavaHK19,
author = {Megha Srivastava and
Hoda Heidari and
Andreas Krause},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Mathematical Notions vs. Human Perception of Fairness: {A} Descriptive
Approach to Fairness for Machine Learning},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {2459--2468},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330664},
doi = {10.1145/3292500.3330664},
timestamp = {Tue, 20 Aug 2024 07:54:44 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SrivastavaHK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AmrollahiZKK19,
author = {Andisheh Amrollahi and
Amir Zandieh and
Michael Kapralov and
Andreas Krause},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Efficiently Learning Fourier Sparse Set Functions},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {15094--15103},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/c77331e51c5555f8f935d3344c964bd5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AmrollahiZKK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GrnarovaLLPGH019,
author = {Paulina Grnarova and
Kfir Y. Levy and
Aur{\'{e}}lien Lucchi and
Nathana{\"{e}}l Perraudin and
Ian Goodfellow and
Thomas Hofmann and
Andreas Krause},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {A Domain Agnostic Measure for Monitoring and Evaluating GANs},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {12069--12079},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/692baebec3bb4b53d7ebc3b9fabac31b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GrnarovaLLPGH019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Hunziker0AR0PYS19,
author = {Anette Hunziker and
Yuxin Chen and
Oisin Mac Aodha and
Manuel Gomez Rodriguez and
Andreas Krause and
Pietro Perona and
Yisong Yue and
Adish Singla},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Teaching Multiple Concepts to a Forgetful Learner},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {4050--4060},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/2952351097998ac1240cb2ab7333a3d2-Abstract.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/Hunziker0AR0PYS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Kirschner019,
author = {Johannes Kirschner and
Andreas Krause},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Stochastic Bandits with Context Distributions},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {14090--14099},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/a6b964c0bb675116a15ef1325b01ff45-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Kirschner019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Mitrovic0F0K19,
author = {Marko Mitrovic and
Ehsan Kazemi and
Moran Feldman and
Andreas Krause and
Amin Karbasi},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Adaptive Sequence Submodularity},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {5353--5364},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/2ef35a8b78b572a47f56846acbeef5d3-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Mitrovic0F0K19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SessaBK019,
author = {Pier Giuseppe Sessa and
Ilija Bogunovic and
Maryam Kamgarpour and
Andreas Krause},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {No-Regret Learning in Unknown Games with Correlated Payoffs},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {13602--13611},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/685217557383cd194b4f10ae4b39eebf-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SessaBK019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TurchettaB019,
author = {Matteo Turchetta and
Felix Berkenkamp and
Andreas Krause},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Safe Exploration for Interactive Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {2887--2897},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/4f398cb9d6bc79ae567298335b51ba8a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TurchettaB019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-03357,
author = {Felix Berkenkamp and
Angela P. Schoellig and
Andreas Krause},
title = {No-regret Bayesian Optimization with Unknown Hyperparameters},
journal = {CoRR},
volume = {abs/1901.03357},
year = {2019},
url = {http://arxiv.org/abs/1901.03357},
eprinttype = {arXiv},
eprint = {1901.03357},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-03357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03229,
author = {Johannes Kirschner and
Mojm{\'{\i}}r Mutn{\'{y}} and
Nicole Hiller and
Rasmus Ischebeck and
Andreas Krause},
title = {Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional
Subspaces},
journal = {CoRR},
volume = {abs/1902.03229},
year = {2019},
url = {http://arxiv.org/abs/1902.03229},
eprinttype = {arXiv},
eprint = {1902.03229},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03229.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-03604,
author = {Paul Voigtlaender and
Michael Krause and
Aljosa Osep and
Jonathon Luiten and
Berin Balachandar Gnana Sekar and
Andreas Geiger and
Bastian Leibe},
title = {{MOTS:} Multi-Object Tracking and Segmentation},
journal = {CoRR},
volume = {abs/1902.03604},
year = {2019},
url = {http://arxiv.org/abs/1902.03604},
eprinttype = {arXiv},
eprint = {1902.03604},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-03604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04783,
author = {Megha Srivastava and
Hoda Heidari and
Andreas Krause},
title = {Mathematical Notions vs. Human Perception of Fairness: {A} Descriptive
Approach to Fairness for Machine Learning},
journal = {CoRR},
volume = {abs/1902.04783},
year = {2019},
url = {http://arxiv.org/abs/1902.04783},
eprinttype = {arXiv},
eprint = {1902.04783},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-05981,
author = {Marko Mitrovic and
Ehsan Kazemi and
Moran Feldman and
Andreas Krause and
Amin Karbasi},
title = {Adaptive Sequence Submodularity},
journal = {CoRR},
volume = {abs/1902.05981},
year = {2019},
url = {http://arxiv.org/abs/1902.05981},
eprinttype = {arXiv},
eprint = {1902.05981},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-05981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-06278,
author = {Philippe Wenk and
Gabriele Abbati and
Stefan Bauer and
Michael A. Osborne and
Andreas Krause and
Bernhard Sch{\"{o}}lkopf},
title = {{ODIN:} ODE-Informed Regression for Parameter and State Inference
in Time-Continuous Dynamical Systems},
journal = {CoRR},
volume = {abs/1902.06278},
year = {2019},
url = {http://arxiv.org/abs/1902.06278},
eprinttype = {arXiv},
eprint = {1902.06278},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-06278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08036,
author = {Pragnya Alatur and
Kfir Y. Levy and
Andreas Krause},
title = {Multi-Player Bandits: The Adversarial Case},
journal = {CoRR},
volume = {abs/1902.08036},
year = {2019},
url = {http://arxiv.org/abs/1902.08036},
eprinttype = {arXiv},
eprint = {1902.08036},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08036.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08480,
author = {Gabriele Abbati and
Philippe Wenk and
Stefan Bauer and
Michael A. Osborne and
Andreas Krause and
Bernhard Sch{\"{o}}lkopf},
title = {AReS and MaRS - Adversarial and MMD-Minimizing Regression for SDEs},
journal = {CoRR},
volume = {abs/1902.08480},
year = {2019},
url = {http://arxiv.org/abs/1902.08480},
eprinttype = {arXiv},
eprint = {1902.08480},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00950,
author = {Pier Giuseppe Sessa and
Maryam Kamgarpour and
Andreas Krause},
title = {Bounding Inefficiency of Equilibria in Continuous Actions Games using
Submodularity and Curvature},
journal = {CoRR},
volume = {abs/1903.00950},
year = {2019},
url = {http://arxiv.org/abs/1903.00950},
eprinttype = {arXiv},
eprint = {1903.00950},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-00950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-12416,
author = {Zal{\'{a}}n Borsos and
Sebastian Curi and
Kfir Y. Levy and
Andreas Krause},
title = {Online Variance Reduction with Mixtures},
journal = {CoRR},
volume = {abs/1903.12416},
year = {2019},
url = {http://arxiv.org/abs/1903.12416},
eprinttype = {arXiv},
eprint = {1903.12416},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-12416.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-05461,
author = {Charlotte Bunne and
David Alvarez{-}Melis and
Andreas Krause and
Stefanie Jegelka},
title = {Learning Generative Models across Incomparable Spaces},
journal = {CoRR},
volume = {abs/1905.05461},
year = {2019},
url = {http://arxiv.org/abs/1905.05461},
eprinttype = {arXiv},
eprint = {1905.05461},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-05461.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02685,
author = {Johannes Kirschner and
Andreas Krause},
title = {Stochastic Bandits with Context Distributions},
journal = {CoRR},
volume = {abs/1906.02685},
year = {2019},
url = {http://arxiv.org/abs/1906.02685},
eprinttype = {arXiv},
eprint = {1906.02685},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02685.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-12086,
author = {Marcello Fiducioso and
Sebastian Curi and
Benedikt Schumacher and
Markus Gwerder and
Andreas Krause},
title = {Safe Contextual Bayesian Optimization for Sustainable Room Temperature
{PID} Control Tuning},
journal = {CoRR},
volume = {abs/1906.12086},
year = {2019},
url = {http://arxiv.org/abs/1906.12086},
eprinttype = {arXiv},
eprint = {1906.12086},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-12086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-12189,
author = {Torsten Koller and
Felix Berkenkamp and
Matteo Turchetta and
Joschka Boedecker and
Andreas Krause},
title = {Learning-based Model Predictive Control for Safe Exploration and Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1906.12189},
year = {2019},
url = {http://arxiv.org/abs/1906.12189},
eprinttype = {arXiv},
eprint = {1906.12189},
timestamp = {Mon, 01 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-12189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01329,
author = {Erik A. Daxberger and
Anastasia Makarova and
Matteo Turchetta and
Andreas Krause},
title = {Mixed-Variable Bayesian Optimization},
journal = {CoRR},
volume = {abs/1907.01329},
year = {2019},
url = {http://arxiv.org/abs/1907.01329},
eprinttype = {arXiv},
eprint = {1907.01329},
timestamp = {Wed, 18 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-07035,
author = {Silvan Melchior and
Felix Berkenkamp and
Sebastian Curi and
Andreas Krause},
title = {Structured Variational Inference in Unstable Gaussian Process State
Space Models},
journal = {CoRR},
volume = {abs/1907.07035},
year = {2019},
url = {http://arxiv.org/abs/1907.07035},
eprinttype = {arXiv},
eprint = {1907.07035},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-07035.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08982,
author = {Jonas Rothfuss and
F{\'{a}}bio Ferreira and
Simon Boehm and
Simon Walther and
Maxim Ulrich and
Tamim Asfour and
Andreas Krause},
title = {Noise Regularization for Conditional Density Estimation},
journal = {CoRR},
volume = {abs/1907.08982},
year = {2019},
url = {http://arxiv.org/abs/1907.08982},
eprinttype = {arXiv},
eprint = {1907.08982},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-08540,
author = {Pier Giuseppe Sessa and
Ilija Bogunovic and
Maryam Kamgarpour and
Andreas Krause},
title = {No-Regret Learning in Unknown Games with Correlated Payoffs},
journal = {CoRR},
volume = {abs/1909.08540},
year = {2019},
url = {http://arxiv.org/abs/1909.08540},
eprinttype = {arXiv},
eprint = {1909.08540},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-08540.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11561,
author = {Mojm{\'{\i}}r Mutn{\'{y}} and
Michal Derezinski and
Andreas Krause},
title = {Convergence Analysis of the Randomized Newton Method with Determinantal
Sampling},
journal = {CoRR},
volume = {abs/1910.11561},
year = {2019},
url = {http://arxiv.org/abs/1910.11561},
eprinttype = {arXiv},
eprint = {1910.11561},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12511,
author = {Sebastian Curi and
Kfir Y. Levy and
Stefanie Jegelka and
Andreas Krause},
title = {Adaptive Sampling for Stochastic Risk-Averse Learning},
journal = {CoRR},
volume = {abs/1910.12511},
year = {2019},
url = {http://arxiv.org/abs/1910.12511},
eprinttype = {arXiv},
eprint = {1910.12511},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13399,
author = {Matteo Turchetta and
Andreas Krause and
Sebastian Trimpe},
title = {Robust Model-free Reinforcement Learning with Multi-objective Bayesian
Optimization},
journal = {CoRR},
volume = {abs/1910.13399},
year = {2019},
url = {http://arxiv.org/abs/1910.13399},
eprinttype = {arXiv},
eprint = {1910.13399},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13726,
author = {Matteo Turchetta and
Felix Berkenkamp and
Andreas Krause},
title = {Safe Exploration for Interactive Machine Learning},
journal = {CoRR},
volume = {abs/1910.13726},
year = {2019},
url = {http://arxiv.org/abs/1910.13726},
eprinttype = {arXiv},
eprint = {1910.13726},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-13726.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-03020,
author = {Mohammad Yaghini and
Hoda Heidari and
Andreas Krause},
title = {A Human-in-the-loop Framework to Construct Context-dependent Mathematical
Formulations of Fairness},
journal = {CoRR},
volume = {abs/1911.03020},
year = {2019},
url = {http://arxiv.org/abs/1911.03020},
eprinttype = {arXiv},
eprint = {1911.03020},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-03020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09466,
author = {Ilnura Usmanova and
Andreas Krause and
Maryam Kamgarpour},
title = {Safe non-smooth black-box optimization with application to policy
search},
journal = {CoRR},
volume = {abs/1912.09466},
year = {2019},
url = {http://arxiv.org/abs/1912.09466},
eprinttype = {arXiv},
eprint = {1912.09466},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09466.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09478,
author = {Ilnura Usmanova and
Andreas Krause and
Maryam Kamgarpour},
title = {Log Barriers for Safe Non-convex Black-box Optimization},
journal = {CoRR},
volume = {abs/1912.09478},
year = {2019},
url = {http://arxiv.org/abs/1912.09478},
eprinttype = {arXiv},
eprint = {1912.09478},
timestamp = {Tue, 07 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogsci/SchulzWHKS18,
author = {Eric Schulz and
Charley M. Wu and
Quentin J. M. Huys and
Andreas Krause and
Maarten Speekenbrink},
title = {Generalization and Search in Risky Environments},
journal = {Cogn. Sci.},
volume = {42},
number = {8},
pages = {2592--2620},
year = {2018},
url = {https://doi.org/10.1111/cogs.12695},
doi = {10.1111/COGS.12695},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cogsci/SchulzWHKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/PfeifferSTCKSN18,
author = {Mark Pfeiffer and
Samarth Shukla and
Matteo Turchetta and
Cesar Cadena and
Andreas Krause and
Roland Siegwart and
Juan I. Nieto},
title = {Reinforced Imitation: Sample Efficient Deep Reinforcement Learning
for Mapless Navigation by Leveraging Prior Demonstrations},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {3},
number = {4},
pages = {4423--4430},
year = {2018},
url = {https://doi.org/10.1109/LRA.2018.2869644},
doi = {10.1109/LRA.2018.2869644},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ral/PfeifferSTCKSN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/RabehiGAKONNGK18,
author = {Amine Rabehi and
Benjamin Garlan and
Stefan Achtsnicht and
Hans{-}Joachim Krause and
Andreas Offenh{\"{a}}usser and
Kieu Ngo and
Sophie Neveu and
Stephanie Graff{-}Dubois and
Hamid Kokabi},
title = {Magnetic Detection Structure for Lab-on-Chip Applications Based on
the Frequency Mixing Technique},
journal = {Sensors},
volume = {18},
number = {6},
pages = {1747},
year = {2018},
url = {https://doi.org/10.3390/s18061747},
doi = {10.3390/S18061747},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/RabehiGAKONNGK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/KrauseG18,
author = {Andreas Krause and
Simone Giansante},
title = {Network-Based Computational Techniques to Determine the Risk Drivers
of Bank Failures During a Systemic Banking Crisis},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {2},
number = {3},
pages = {174--184},
year = {2018},
url = {https://doi.org/10.1109/TETCI.2018.2805319},
doi = {10.1109/TETCI.2018.2805319},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/KrauseG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HirnschallST018,
author = {Christoph Hirnschall and
Adish Singla and
Sebastian Tschiatschek and
Andreas Krause},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Learning User Preferences to Incentivize Exploration in the Sharing
Economy},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {2248--2256},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11874},
doi = {10.1609/AAAI.V32I1.11874},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HirnschallST018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MirzasoleimanJ018,
author = {Baharan Mirzasoleiman and
Stefanie Jegelka and
Andreas Krause},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Streaming Non-Monotone Submodular Maximization: Personalized Video
Summarization on the Fly},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {1379--1386},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11529},
doi = {10.1609/AAAI.V32I1.11529},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MirzasoleimanJ018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RadanovicS0F18,
author = {Goran Radanovic and
Adish Singla and
Andreas Krause and
Boi Faltings},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Information Gathering With Peers: Submodular Optimization With Peer-Prediction
Constraints},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {1603--1610},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11510},
doi = {10.1609/AAAI.V32I1.11510},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RadanovicS0F18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SinglaH018,
author = {Adish Singla and
Seyed Hamed Hassani and
Andreas Krause},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Learning to Interact With Learning Agents},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {4083--4090},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11739},
doi = {10.1609/AAAI.V32I1.11739},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SinglaH018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WitkowskiFVP018,
author = {Jens Witkowski and
Rupert Freeman and
Jennifer Wortman Vaughan and
David M. Pennock and
Andreas Krause},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Incentive-Compatible Forecasting Competitions},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {1282--1289},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11471},
doi = {10.1609/AAAI.V32I1.11471},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WitkowskiFVP018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/MitrovicF0K18,
author = {Marko Mitrovic and
Moran Feldman and
Andreas Krause and
Amin Karbasi},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Submodularity on Hypergraphs: From Sets to Sequences},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {1177--1184},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/mitrovic18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/MitrovicF0K18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/KollerBT018,
author = {Torsten Koller and
Felix Berkenkamp and
Matteo Turchetta and
Andreas Krause},
title = {Learning-Based Model Predictive Control for Safe Exploration},
booktitle = {57th {IEEE} Conference on Decision and Control, {CDC} 2018, Miami,
FL, USA, December 17-19, 2018},
pages = {6059--6066},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CDC.2018.8619572},
doi = {10.1109/CDC.2018.8619572},
timestamp = {Fri, 04 Mar 2022 13:30:11 +0100},
biburl = {https://dblp.org/rec/conf/cdc/KollerBT018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Borsos0L18,
author = {Zalan Borsos and
Andreas Krause and
Kfir Y. Levy},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Online Variance Reduction for Stochastic Optimization},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {324--357},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/borsos18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:23 +0200},
biburl = {https://dblp.org/rec/conf/colt/Borsos0L18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KirschnerK18,
author = {Johannes Kirschner and
Andreas Krause},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Information Directed Sampling and Bandits with Heteroscedastic Noise},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {358--384},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/kirschner18a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KirschnerK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/RichardsB018,
author = {Spencer M. Richards and
Felix Berkenkamp and
Andreas Krause},
title = {The Lyapunov Neural Network: Adaptive Stability Certification for
Safe Learning of Dynamical Systems},
booktitle = {2nd Annual Conference on Robot Learning, CoRL 2018, Z{\"{u}}rich,
Switzerland, 29-31 October 2018, Proceedings},
series = {Proceedings of Machine Learning Research},
volume = {87},
pages = {466--476},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v87/richards18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:24 +0200},
biburl = {https://dblp.org/rec/conf/corl/RichardsB018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GrnarovaLLH018,
author = {Paulina Grnarova and
Kfir Y. Levy and
Aur{\'{e}}lien Lucchi and
Thomas Hofmann and
Andreas Krause},
title = {An Online Learning Approach to Generative Adversarial Networks},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1Yp-j1Cb},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/GrnarovaLLH018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HeidariK18,
author = {Hoda Heidari and
Andreas Krause},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Preventing Disparate Treatment in Sequential Decision Making},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2248--2254},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/311},
doi = {10.24963/IJCAI.2018/311},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HeidariK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TschiatschekS018,
author = {Sebastian Tschiatschek and
Aytunc Sahin and
Andreas Krause},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Differentiable Submodular Maximization},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {2731--2738},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/379},
doi = {10.24963/IJCAI.2018/379},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TschiatschekS018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BachemL018,
author = {Olivier Bachem and
Mario Lucic and
Andreas Krause},
editor = {Yike Guo and
Faisal Farooq},
title = {Scalable k -Means Clustering via Lightweight Coresets},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1119--1127},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219973},
doi = {10.1145/3219819.3219973},
timestamp = {Wed, 21 Nov 2018 12:44:27 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BachemL018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DjolongaJ018,
author = {Josip Djolonga and
Stefanie Jegelka and
Andreas Krause},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Provable Variational Inference for Constrained Log-Submodular Models},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {2702--2712},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/0c0a7566915f4f24853fc4192689aa7e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DjolongaJ018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeidariFGK18,
author = {Hoda Heidari and
Claudio Ferrari and
Krishna P. Gummadi and
Andreas Krause},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Fairness Behind a Veil of Ignorance: {A} Welfare Analysis for Automated
Decision Making},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1273--1283},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/be3159ad04564bfb90db9e32851ebf9c-Abstract.html},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/HeidariFGK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MutnyK18,
author = {Mojmir Mutny and
Andreas Krause},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Efficient High Dimensional Bayesian Optimization with Additivity and
Quadrature Fourier Features},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {9019--9030},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/4e5046fc8d6a97d18a5f54beaed54dea-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MutnyK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GotovosH0J18,
author = {Alkis Gotovos and
S. Hamed Hassani and
Andreas Krause and
Stefanie Jegelka},
editor = {Amir Globerson and
Ricardo Silva},
title = {Discrete Sampling using Semigradient-based Product Mixtures},
booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10,
2018},
pages = {229--237},
publisher = {{AUAI} Press},
year = {2018},
url = {http://auai.org/uai2018/proceedings/papers/75.pdf},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GotovosH0J18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/TschiatschekSGM18,
author = {Sebastian Tschiatschek and
Adish Singla and
Manuel Gomez{-}Rodriguez and
Arpit Merchant and
Andreas Krause},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Fake News Detection in Social Networks via Crowd Signals},
booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018,
{WWW} 2018, Lyon , France, April 23-27, 2018},
pages = {517--524},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3184558.3188722},
doi = {10.1145/3184558.3188722},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/TschiatschekSGM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/BullockHS18,
author = {Beate Navarro Bullock and
Andreas Hotho and
Gerd Stumme},
editor = {Peter Brusilovsky and
Daqing He},
title = {Accessing Information with Tags: Search and Ranking},
booktitle = {Social Information Access - Systems and Technologies},
series = {Lecture Notes in Computer Science},
volume = {10100},
pages = {310--343},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-90092-6\_9},
doi = {10.1007/978-3-319-90092-6\_9},
timestamp = {Sat, 19 Oct 2019 19:02:40 +0200},
biburl = {https://dblp.org/rec/series/lncs/BullockHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icml/2018,
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04715,
author = {Zal{\'{a}}n Borsos and
Andreas Krause and
Kfir Y. Levy},
title = {Online Variance Reduction for Stochastic Optimization},
journal = {CoRR},
volume = {abs/1802.04715},
year = {2018},
url = {http://arxiv.org/abs/1802.04715},
eprinttype = {arXiv},
eprint = {1802.04715},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09110,
author = {Marko Mitrovic and
Moran Feldman and
Andreas Krause and
Amin Karbasi},
title = {Submodularity on Hypergraphs: From Sets to Sequences},
journal = {CoRR},
volume = {abs/1802.09110},
year = {2018},
url = {http://arxiv.org/abs/1802.09110},
eprinttype = {arXiv},
eprint = {1802.09110},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-01785,
author = {Sebastian Tschiatschek and
Aytunc Sahin and
Andreas Krause},
title = {Differentiable Submodular Maximization},
journal = {CoRR},
volume = {abs/1803.01785},
year = {2018},
url = {http://arxiv.org/abs/1803.01785},
eprinttype = {arXiv},
eprint = {1803.01785},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-01785.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-08287,
author = {Torsten Koller and
Felix Berkenkamp and
Matteo Turchetta and
Andreas Krause},
title = {Learning-based Model Predictive Control for Safe Exploration and Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1803.08287},
year = {2018},
url = {http://arxiv.org/abs/1803.08287},
eprinttype = {arXiv},
eprint = {1803.08287},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-08287.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-04378,
author = {Philippe Wenk and
Alkis Gotovos and
Stefan Bauer and
Nico S. Gorbach and
Andreas Krause and
Joachim M. Buhmann},
title = {Fast Gaussian Process Based Gradient Matching for Parameter Identification
in Systems of Nonlinear ODEs},
journal = {CoRR},
volume = {abs/1804.04378},
year = {2018},
url = {http://arxiv.org/abs/1804.04378},
eprinttype = {arXiv},
eprint = {1804.04378},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-04378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07095,
author = {Mark Pfeiffer and
Samarth Shukla and
Matteo Turchetta and
Cesar Cadena and
Andreas Krause and
Roland Siegwart and
Juan I. Nieto},
title = {Reinforced Imitation: Sample Efficient Deep Reinforcement Learning
for Map-less Navigation by Leveraging Prior Demonstrations},
journal = {CoRR},
volume = {abs/1805.07095},
year = {2018},
url = {http://arxiv.org/abs/1805.07095},
eprinttype = {arXiv},
eprint = {1805.07095},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07095.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07482,
author = {An Bian and
Joachim M. Buhmann and
Andreas Krause},
title = {Optimal DR-Submodular Maximization and Applications to Provable Mean
Field Inference},
journal = {CoRR},
volume = {abs/1805.07482},
year = {2018},
url = {http://arxiv.org/abs/1805.07482},
eprinttype = {arXiv},
eprint = {1805.07482},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08322,
author = {Anette Hunziker and
Yuxin Chen and
Oisin Mac Aodha and
Manuel Gomez{-}Rodriguez and
Andreas Krause and
Pietro Perona and
Yisong Yue and
Adish Singla},
title = {Teaching Multiple Concepts to Forgetful Learners},
journal = {CoRR},
volume = {abs/1805.08322},
year = {2018},
url = {http://arxiv.org/abs/1805.08322},
eprinttype = {arXiv},
eprint = {1805.08322},
timestamp = {Sun, 07 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04959,
author = {Hoda Heidari and
Claudio Ferrari and
Krishna P. Gummadi and
Andreas Krause},
title = {Fairness Behind a Veil of Ignorance: {A} Welfare Analysis for Automated
Decision Making},
journal = {CoRR},
volume = {abs/1806.04959},
year = {2018},
url = {http://arxiv.org/abs/1806.04959},
eprinttype = {arXiv},
eprint = {1806.04959},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07200,
author = {Sebastian Curi and
Kfir Y. Levy and
Andreas Krause},
title = {Unsupervised Imitation Learning},
journal = {CoRR},
volume = {abs/1806.07200},
year = {2018},
url = {http://arxiv.org/abs/1806.07200},
eprinttype = {arXiv},
eprint = {1806.07200},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01808,
author = {Alkis Gotovos and
S. Hamed Hassani and
Andreas Krause and
Stefanie Jegelka},
title = {Discrete Sampling using Semigradient-based Product Mixtures},
journal = {CoRR},
volume = {abs/1807.01808},
year = {2018},
url = {http://arxiv.org/abs/1807.01808},
eprinttype = {arXiv},
eprint = {1807.01808},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00924,
author = {Spencer M. Richards and
Felix Berkenkamp and
Andreas Krause},
title = {The Lyapunov Neural Network: Adaptive Stability Certification for
Safe Learning of Dynamic Systems},
journal = {CoRR},
volume = {abs/1808.00924},
year = {2018},
url = {http://arxiv.org/abs/1808.00924},
eprinttype = {arXiv},
eprint = {1808.00924},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00924.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-03400,
author = {Hoda Heidari and
Michele Loi and
Krishna P. Gummadi and
Andreas Krause},
title = {A Moral Framework for Understanding of Fair {ML} through Economic
Models of Equality of Opportunity},
journal = {CoRR},
volume = {abs/1809.03400},
year = {2018},
url = {http://arxiv.org/abs/1809.03400},
eprinttype = {arXiv},
eprint = {1809.03400},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-03400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05512,
author = {Paulina Grnarova and
Kfir Y. Levy and
Aur{\'{e}}lien Lucchi and
Nathana{\"{e}}l Perraudin and
Thomas Hofmann and
Andreas Krause},
title = {Evaluating GANs via Duality},
journal = {CoRR},
volume = {abs/1811.05512},
year = {2018},
url = {http://arxiv.org/abs/1811.05512},
eprinttype = {arXiv},
eprint = {1811.05512},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05788,
author = {Robin Spiess and
Felix Berkenkamp and
Jan Poland and
Andreas Krause},
title = {Learning to Compensate Photovoltaic Power Fluctuations from Images
of the Sky by Imitating an Optimal Policy},
journal = {CoRR},
volume = {abs/1811.05788},
year = {2018},
url = {http://arxiv.org/abs/1811.05788},
eprinttype = {arXiv},
eprint = {1811.05788},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07544,
author = {Nikolay Nikolov and
Johannes Kirschner and
Felix Berkenkamp and
Andreas Krause},
title = {Information-Directed Exploration for Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1812.07544},
year = {2018},
url = {http://arxiv.org/abs/1812.07544},
eprinttype = {arXiv},
eprint = {1812.07544},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LucicFKF17,
author = {Mario Lucic and
Matthew Faulkner and
Andreas Krause and
Dan Feldman},
title = {Training Gaussian Mixture Models at Scale via Coresets},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {160:1--160:25},
year = {2017},
url = {https://jmlr.org/papers/v18/15-506.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LucicFKF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/0001VEFMABBBBBB17,
author = {Sebastian K{\"{o}}hler and
Nicole A. Vasilevsky and
Mark Engelstad and
Erin Foster and
Julie A. McMurry and
S{\'{e}}gol{\`{e}}ne Aym{\'{e}} and
Gareth Baynam and
Susan M. Bello and
Cornelius F. Boerkoel and
Kym M. Boycott and
Michael Brudno and
Orion J. Buske and
Patrick F. Chinnery and
Valentina Cipriani and
Laureen E. Connell and
Hugh J. S. Dawkins and
Laura E. DeMare and
Andrew Devereau and
Bert B. A. de Vries and
Helen V. Firth and
Kathleen Freson and
Daniel Greene and
Ada Hamosh and
Ingo Helbig and
Courtney Hum and
Johanna J{\"{a}}hn and
Roger James and
Roland Krause and
Stanley J. F. Laulederkind and
Hanns Lochm{\"{u}}ller and
Gholson J. Lyon and
Soichi Ogishima and
Annie Olry and
Willem H. Ouwehand and
Nikolas Pontikos and
Ana Rath and
Franz Schaefer and
Richard H. Scott and
Michael Segal and
Panagiotis I. Sergouniotis and
Richard Sever and
Cynthia L. Smith and
Volker Straub and
Rachel Thompson and
Catherine Turner and
Ernest Turro and
Marijcke W. M. Veltman and
Tom Vulliamy and
Jing Yu and
Julie von Ziegenweidt and
Andreas Zankl and
Stephan Z{\"{u}}chner and
Tomasz Zemojtel and
Julius O. B. Jacobsen and
Tudor Groza and
Damian Smedley and
Christopher J. Mungall and
Melissa A. Haendel and
Peter N. Robinson},
title = {The Human Phenotype Ontology in 2017},
journal = {Nucleic Acids Res.},
volume = {45},
number = {Database-Issue},
pages = {D865--D876},
year = {2017},
url = {https://doi.org/10.1093/nar/gkw1039},
doi = {10.1093/NAR/GKW1039},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/0001VEFMABBBBBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TschiatschekS017,
author = {Sebastian Tschiatschek and
Adish Singla and
Andreas Krause},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Selecting Sequences of Items via Submodular Maximization},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2667--2673},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10923},
doi = {10.1609/AAAI.V31I1.10923},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TschiatschekS017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WitkowskiAUK17,
author = {Jens Witkowski and
Pavel Atanasov and
Lyle H. Ungar and
Andreas Krause},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Proper Proxy Scoring Rules},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {743--749},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10590},
doi = {10.1609/AAAI.V31I1.10590},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WitkowskiAUK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BianMB017,
author = {Andrew An Bian and
Baharan Mirzasoleiman and
Joachim M. Buhmann and
Andreas Krause},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Guaranteed Non-convex Optimization: Submodular Maximization over Continuous
Domains},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {111--120},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/bian17a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BianMB017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenH017,
author = {Yuxin Chen and
Seyed Hamed Hassani and
Andreas Krause},
editor = {Aarti Singh and
Xiaojin (Jerry) Zhu},
title = {Near-optimal Bayesian Active Learning with Correlated and Noisy Tests},
booktitle = {Proceedings of the 20th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2017, 20-22 April 2017, Fort Lauderdale,
FL, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {54},
pages = {223--231},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v54/chen17b.html},
timestamp = {Sun, 07 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gil/EickeSIDK17,
author = {Chris Eicke and
Daniel Schirmer and
Marco Iezzi and
Andreas Daum and
Manfred Krause},
editor = {Arno Ruckelshausen and
Andreas Meyer{-}Aurich and
Wolfgang Lentz and
Brigitte Theuvsen},
title = {Ein Steuerungssystem f{\"{u}}r den netzorientierten Betrieb virtueller
Biogas-Verbundkraftwerke},
booktitle = {Informatik in der Land-, Forst- und Ern{\"{a}}hrungswirtschaft,
Fokus: Digitale Transformation - Wege in eine zukunftsf{\"{a}}hige
Landwirtschaft, Referate der 37. GIL-Jahrestagung, 6.-7. M{\"{a}}rz
2017, Dresden, Germany},
series = {{LNI}},
volume = {{P-268}},
pages = {45--48},
publisher = {{GI}},
year = {2017},
url = {https://dl.gi.de/handle/20.500.12116/1355},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gil/EickeSIDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gil/SchirmerEIDK17,
author = {Daniel Schirmer and
Chris Eicke and
Marco Iezzi and
Andreas Daum and
Manfred Krause},
editor = {Arno Ruckelshausen and
Andreas Meyer{-}Aurich and
Wolfgang Lentz and
Brigitte Theuvsen},
title = {Ein wirtschaftliches Ausgleichssystem f{\"{u}}r regionale Regelenergie-Leistungen{\unicode{8232}}virtueller
Biogas-Verbundkraftwerke},
booktitle = {Informatik in der Land-, Forst- und Ern{\"{a}}hrungswirtschaft,
Fokus: Digitale Transformation - Wege in eine zukunftsf{\"{a}}hige
Landwirtschaft, Referate der 37. GIL-Jahrestagung, 6.-7. M{\"{a}}rz
2017, Dresden, Germany},
series = {{LNI}},
volume = {{P-268}},
pages = {133--136},
publisher = {{GI}},
year = {2017},
url = {https://dl.gi.de/handle/20.500.12116/1340},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gil/SchirmerEIDK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachemL017,
author = {Olivier Bachem and
Mario Lucic and
Andreas Krause},
editor = {Doina Precup and
Yee Whye Teh},
title = {Distributed and Provably Good Seedings for k-Means in Constant Rounds},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {292--300},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bachem17b.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachemL017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachemLH017,
author = {Olivier Bachem and
Mario Lucic and
S. Hamed Hassani and
Andreas Krause},
editor = {Doina Precup and
Yee Whye Teh},
title = {Uniform Deviation Bounds for k-Means Clustering},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {283--291},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bachem17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachemLH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BianB0T17,
author = {Andrew An Bian and
Joachim M. Buhmann and
Andreas Krause and
Sebastian Tschiatschek},
editor = {Doina Precup and
Yee Whye Teh},
title = {Guarantees for Greedy Maximization of Non-submodular Functions with
Applications},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {498--507},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bian17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BianB0T17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MirzasoleimanK017,
author = {Baharan Mirzasoleiman and
Amin Karbasi and
Andreas Krause},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deletion-Robust Submodular Maximization: Data Summarization with "the
Right to be Forgotten"},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2449--2458},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mirzasoleiman17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MirzasoleimanK017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MitrovicB0K17,
author = {Marko Mitrovic and
Mark Bun and
Andreas Krause and
Amin Karbasi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Differentially Private Submodular Maximization: Data Summarization
in Disguise},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2478--2487},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/mitrovic17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MitrovicB0K17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StanZ0K17,
author = {Serban Stan and
Morteza Zadimoghaddam and
Andreas Krause and
Amin Karbasi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Probabilistic Submodular Maximization in Sub-Linear Time},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {3241--3250},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/stan17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/StanZ0K17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/MarcoBHS0ST17,
author = {Alonso Marco and
Felix Berkenkamp and
Philipp Hennig and
Angela P. Schoellig and
Andreas Krause and
Stefan Schaal and
Sebastian Trimpe},
title = {Virtual vs. real: Trading off simulations and physical experiments
in reinforcement learning with Bayesian optimization},
booktitle = {2017 {IEEE} International Conference on Robotics and Automation, {ICRA}
2017, Singapore, Singapore, May 29 - June 3, 2017},
pages = {1557--1563},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICRA.2017.7989186},
doi = {10.1109/ICRA.2017.7989186},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/MarcoBHS0ST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/00030K17,
author = {Lin Chen and
Andreas Krause and
Amin Karbasi},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Interactive Submodular Bandit},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {141--152},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/f0935e4cd5920aa6c7c996a5ee53a70f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/00030K17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BerkenkampTS017,
author = {Felix Berkenkamp and
Matteo Turchetta and
Angela P. Schoellig and
Andreas Krause},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Safe Model-based Reinforcement Learning with Stability Guarantees},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {908--918},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/766ebcd59621e305170616ba3d3dac32-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BerkenkampTS017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BianL0B17,
author = {An Bian and
Kfir Yehuda Levy and
Andreas Krause and
Joachim M. Buhmann},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Non-monotone Continuous DR-submodular Maximization: Structure and
Algorithms},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {486--496},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/58238e9ae2dd305d79c2ebc8c1883422-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BianL0B17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Djolonga017,
author = {Josip Djolonga and
Andreas Krause},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Differentiable Learning of Submodular Functions},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {1013--1023},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/192fc044e74dffea144f9ac5dc9f3395-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Djolonga017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KarimiLH017,
author = {Mohammad Reza Karimi and
Mario Lucic and
S. Hamed Hassani and
Andreas Krause},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Stochastic Submodular Maximization: The Case of Coverage Functions},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {6853--6863},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/c2f32522a84d5e6357e6abac087f1b0b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KarimiLH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ChenRCK17,
author = {Yuxin Chen and
Jean{-}Michel Renders and
Morteza Haghir Chehreghani and
Andreas Krause},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Efficient Online Learning for Optimizing Value of Information: Theory
and Application to Interactive Troubleshooting},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/83.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/ChenRCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhaoDTK17,
author = {Junyao Zhao and
Josip Djolonga and
Sebastian Tschiatschek and
Andreas Krause},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Improving Optimization-Based Approximate Inference by Clamping Variables},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/259.pdf},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhaoDTK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachemL017,
author = {Olivier Bachem and
Mario Lucic and
Andreas Krause},
title = {Scalable and Distributed Clustering via Lightweight Coresets},
journal = {CoRR},
volume = {abs/1702.08248},
year = {2017},
url = {http://arxiv.org/abs/1702.08248},
eprinttype = {arXiv},
eprint = {1702.08248},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachemL017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachemLH017,
author = {Olivier Bachem and
Mario Lucic and
S. Hamed Hassani and
Andreas Krause},
title = {Uniform Deviation Bounds for Unbounded Loss Functions like k-Means},
journal = {CoRR},
volume = {abs/1702.08249},
year = {2017},
url = {http://arxiv.org/abs/1702.08249},
eprinttype = {arXiv},
eprint = {1702.08249},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachemLH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BerkenkampTSK17,
author = {Felix Berkenkamp and
Matteo Turchetta and
Angela P. Schoellig and
Andreas Krause},
title = {Safe Model-based Reinforcement Learning with Stability Guarantees},
journal = {CoRR},
volume = {abs/1705.08551},
year = {2017},
url = {http://arxiv.org/abs/1705.08551},
eprinttype = {arXiv},
eprint = {1705.08551},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BerkenkampTSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BianB0T17,
author = {Andrew An Bian and
Joachim M. Buhmann and
Andreas Krause and
Sebastian Tschiatschek},
title = {Guarantees for Greedy Maximization of Non-submodular Functions with
Applications},
journal = {CoRR},
volume = {abs/1703.02100},
year = {2017},
url = {http://arxiv.org/abs/1703.02100},
eprinttype = {arXiv},
eprint = {1703.02100},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BianB0T17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenRC017,
author = {Yuxin Chen and
Jean{-}Michel Renders and
Morteza Haghir Chehreghani and
Andreas Krause},
title = {Efficient Online Learning for Optimizing Value of Information: Theory
and Application to Interactive Troubleshooting},
journal = {CoRR},
volume = {abs/1703.05452},
year = {2017},
url = {http://arxiv.org/abs/1703.05452},
eprinttype = {arXiv},
eprint = {1703.05452},
timestamp = {Sun, 07 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenRC017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GrnarovaLLHK17,
author = {Paulina Grnarova and
Kfir Y. Levy and
Aur{\'{e}}lien Lucchi and
Thomas Hofmann and
Andreas Krause},
title = {An Online Learning Approach to Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1706.03269},
year = {2017},
url = {http://arxiv.org/abs/1706.03269},
eprinttype = {arXiv},
eprint = {1706.03269},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GrnarovaLLHK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HirnschallST017,
author = {Christoph Hirnschall and
Adish Singla and
Sebastian Tschiatschek and
Andreas Krause},
title = {Coordinated Online Learning With Applications to Learning User Preferences},
journal = {CoRR},
volume = {abs/1702.02849},
year = {2017},
url = {http://arxiv.org/abs/1702.02849},
eprinttype = {arXiv},
eprint = {1702.02849},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HirnschallST017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MarcoBHS0ST17,
author = {Alonso Marco and
Felix Berkenkamp and
Philipp Hennig and
Angela P. Schoellig and
Andreas Krause and
Stefan Schaal and
Sebastian Trimpe},
title = {Virtual vs. Real: Trading Off Simulations and Physical Experiments
in Reinforcement Learning with Bayesian Optimization},
journal = {CoRR},
volume = {abs/1703.01250},
year = {2017},
url = {http://arxiv.org/abs/1703.01250},
eprinttype = {arXiv},
eprint = {1703.01250},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MarcoBHS0ST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MirzasoleimanJ017,
author = {Baharan Mirzasoleiman and
Stefanie Jegelka and
Andreas Krause},
title = {Streaming Non-monotone Submodular Maximization: Personalized Video
Summarization on the Fly},
journal = {CoRR},
volume = {abs/1706.03583},
year = {2017},
url = {http://arxiv.org/abs/1706.03583},
eprinttype = {arXiv},
eprint = {1706.03583},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MirzasoleimanJ017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinglaH017,
author = {Adish Singla and
Seyed Hamed Hassani and
Andreas Krause},
title = {Learning to Use Learners' Advice},
journal = {CoRR},
volume = {abs/1702.04825},
year = {2017},
url = {http://arxiv.org/abs/1702.04825},
eprinttype = {arXiv},
eprint = {1702.04825},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SinglaH017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01006,
author = {Josip Djolonga and
Andreas Krause},
title = {Learning Implicit Generative Models Using Differentiable Graph Tests},
journal = {CoRR},
volume = {abs/1709.01006},
year = {2017},
url = {http://arxiv.org/abs/1709.01006},
eprinttype = {arXiv},
eprint = {1709.01006},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01566,
author = {Mohammad Reza Karimi and
Mario Lucic and
S. Hamed Hassani and
Andreas Krause},
title = {Stochastic Submodular Maximization: The Case of Coverage Functions},
journal = {CoRR},
volume = {abs/1711.01566},
year = {2017},
url = {http://arxiv.org/abs/1711.01566},
eprinttype = {arXiv},
eprint = {1711.01566},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-02515,
author = {An Bian and
Kfir Y. Levy and
Andreas Krause and
Joachim M. Buhmann},
title = {Non-monotone Continuous DR-submodular Maximization: Structure and
Algorithms},
journal = {CoRR},
volume = {abs/1711.02515},
year = {2017},
url = {http://arxiv.org/abs/1711.02515},
eprinttype = {arXiv},
eprint = {1711.02515},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-02515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-06740,
author = {Goran Radanovic and
Adish Singla and
Andreas Krause and
Boi Faltings},
title = {Information Gathering with Peers: Submodular Optimization with Peer-Prediction
Constraints},
journal = {CoRR},
volume = {abs/1711.06740},
year = {2017},
url = {http://arxiv.org/abs/1711.06740},
eprinttype = {arXiv},
eprint = {1711.06740},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-06740.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08331,
author = {Christoph Hirnschall and
Adish Singla and
Sebastian Tschiatschek and
Andreas Krause},
title = {Learning User Preferences to Incentivize Exploration in the Sharing
Economy},
journal = {CoRR},
volume = {abs/1711.08331},
year = {2017},
url = {http://arxiv.org/abs/1711.08331},
eprinttype = {arXiv},
eprint = {1711.08331},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08331.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09025,
author = {Sebastian Tschiatschek and
Adish Singla and
Manuel Gomez{-}Rodriguez and
Arpit Merchant and
Andreas Krause},
title = {Detecting Fake News in Social Networks via Crowdsourcing},
journal = {CoRR},
volume = {abs/1711.09025},
year = {2017},
url = {http://arxiv.org/abs/1711.09025},
eprinttype = {arXiv},
eprint = {1711.09025},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/SeshiaZKJ17,
author = {Sanjit A. Seshia and
Xiaojin (Jerry) Zhu and
Andreas Krause and
Susmit Jha},
title = {Machine Learning and Formal Method (Dagstuhl Seminar 17351)},
journal = {Dagstuhl Reports},
volume = {7},
number = {8},
pages = {55--73},
year = {2017},
url = {https://doi.org/10.4230/DagRep.7.8.55},
doi = {10.4230/DAGREP.7.8.55},
timestamp = {Sun, 11 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/SeshiaZKJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MirzasoleimanKS16,
author = {Baharan Mirzasoleiman and
Amin Karbasi and
Rik Sarkar and
Andreas Krause},
title = {Distributed Submodular Maximization},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {238:1--238:44},
year = {2016},
url = {https://jmlr.org/papers/v17/mirzasoleiman16a.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MirzasoleimanKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZuluagaKP16,
author = {Marcela Zuluaga and
Andreas Krause and
Markus P{\"{u}}schel},
title = {e-PAL: An Active Learning Approach to the Multi-Objective Optimization
Problem},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {104:1--104:32},
year = {2016},
url = {https://jmlr.org/papers/v17/15-047.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZuluagaKP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BachemLHK16,
author = {Olivier Bachem and
Mario Lucic and
S. Hamed Hassani and
Andreas Krause},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Approximate K-Means++ in Sublinear Time},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1459--1467},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10259},
doi = {10.1609/AAAI.V30I1.10259},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BachemLHK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SinglaTK16,
author = {Adish Singla and
Sebastian Tschiatschek and
Andreas Krause},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Noisy Submodular Maximization via Adaptive Sampling with Applications
to Crowdsourced Image Collection Summarization},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2037--2043},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10207},
doi = {10.1609/AAAI.V30I1.10207},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SinglaTK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LucicBK16,
author = {Mario Lucic and
Olivier Bachem and
Andreas Krause},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Strong Coresets for Hard and Soft Bregman Clustering with Applications
to Exponential Family Mixtures},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1--9},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/lucic16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LucicBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TschiatschekDK16,
author = {Sebastian Tschiatschek and
Josip Djolonga and
Andreas Krause},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Learning Probabilistic Submodular Diversity Models Via Noise Contrastive
Estimation},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {770--779},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/tschiatschek16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TschiatschekDK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TyagiKGK16,
author = {Hemant Tyagi and
Anastasios Kyrillidis and
Bernd G{\"{a}}rtner and
Andreas Krause},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Learning Sparse Additive Models with Interactions in High Dimensions},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {111--120},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/tyagi16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TyagiKGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bis/WeissDKHH16,
author = {Tobias Wei{\ss} and
Madlen Diesing and
Marco Krause and
Kai Heinrich and
Andreas Hilbert},
editor = {Witold Abramowicz and
Rainer Alt and
Bogdan Franczyk},
title = {Effective Visualizations of Energy Consumption in a Feedback System
- {A} Conjoint Measurement Study},
booktitle = {Business Information Systems - 19th International Conference, {BIS}
2016, Leipzig, Germany, July, 6-8, 2016, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {255},
pages = {55--66},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39426-8\_5},
doi = {10.1007/978-3-319-39426-8\_5},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bis/WeissDKHH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BerkenkampMS016,
author = {Felix Berkenkamp and
Riccardo Moriconi and
Angela P. Schoellig and
Andreas Krause},
title = {Safe learning of regions of attraction for uncertain, nonlinear systems
with Gaussian processes},
booktitle = {55th {IEEE} Conference on Decision and Control, {CDC} 2016, Las Vegas,
NV, USA, December 12-14, 2016},
pages = {4661--4666},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CDC.2016.7798979},
doi = {10.1109/CDC.2016.7798979},
timestamp = {Fri, 04 Mar 2022 13:29:43 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BerkenkampMS016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/XiaoK16,
author = {Di Xiao and
Andreas Krause},
title = {Equilibrium interbank lending networks},
booktitle = {{IEEE} Congress on Evolutionary Computation, {CEC} 2016, Vancouver,
BC, Canada, July 24-29, 2016},
pages = {4543--4550},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CEC.2016.7744368},
doi = {10.1109/CEC.2016.7744368},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/XiaoK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogsci/SchulzHBS016,
author = {Eric Schulz and
Quentin J. M. Huys and
Dominik R. Bach and
Maarten Speekenbrink and
Andreas Krause},
editor = {Anna Papafragou and
Daniel Grodner and
Daniel Mirman and
John C. Trueswell},
title = {Better safe than sorry: Risky function exploitation through safe optimization},
booktitle = {Proceedings of the 38th Annual Meeting of the Cognitive Science Society,
Recognizing and Representing Events, CogSci 2016, Philadelphia, PA,
USA, August 10-13, 2016},
publisher = {cognitivesciencesociety.org},
year = {2016},
url = {https://mindmodeling.org/cogsci2016/papers/0205/index.html},
timestamp = {Thu, 18 Apr 2024 13:03:08 +0200},
biburl = {https://dblp.org/rec/conf/cogsci/SchulzHBS016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/SolerBWKS16,
author = {Matthias Sol{\`{e}}r and
Jean{-}Charles Bazin and
Oliver Wang and
Andreas Krause and
Alexander Sorkine{-}Hornung},
editor = {Gang Hua and
Herv{\'{e}} J{\'{e}}gou},
title = {Suggesting Sounds for Images from Video Collections},
booktitle = {Computer Vision - {ECCV} 2016 Workshops - Amsterdam, The Netherlands,
October 8-10 and 15-16, 2016, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9914},
pages = {900--917},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-48881-3\_59},
doi = {10.1007/978-3-319-48881-3\_59},
timestamp = {Thu, 23 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eccv/SolerBWKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eucc/AbdelrahmanBP016,
author = {Hany Abdelrahman and
Felix Berkenkamp and
Jan Poland and
Andreas Krause},
title = {Bayesian optimization for maximum power point tracking in photovoltaic
power plants},
booktitle = {15th European Control Conference, {ECC} 2016, Aalborg, Denmark, June
29 - July 1, 2016},
pages = {2078--2083},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ECC.2016.7810598},
doi = {10.1109/ECC.2016.7810598},
timestamp = {Tue, 01 Jun 2021 15:22:59 +0200},
biburl = {https://dblp.org/rec/conf/eucc/AbdelrahmanBP016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gil/KorthalsSKJ16,
author = {Timo Korthals and
Andreas Skiba and
Thilo Krause and
Thorsten Jungeblut},
editor = {Arno Ruckelshausen and
Andreas Meyer{-}Aurich and
Thomas Rath and
Guido Recke and
Brigitte Theuvsen},
title = {Evidenzkarten-basierte Sensorfusion zur Umfelderkennung und Interpretation
in der Ernte},
booktitle = {Informatik in der Land-, Forst- und Ern{\"{a}}hrungswirtschaft,
Fokus: Intelligente Systeme - Stand der Technik und neue M{\"{o}}glichkeiten,
Referate der 36. GIL-Jahrestagung, 22.-23. Februar 2016, Osnabr{\"{u}}ck,
Germany},
series = {{LNI}},
volume = {{P-253}},
pages = {97--100},
publisher = {{GI}},
year = {2016},
url = {https://dl.gi.de/handle/20.500.12116/778},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gil/KorthalsSKJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/NushiS0K16,
author = {Besmira Nushi and
Adish Singla and
Andreas Krause and
Donald Kossmann},
editor = {Arpita Ghosh and
Matthew Lease},
title = {Learning and Feature Selection under Budget Constraints in Crowdsourcing},
booktitle = {Proceedings of the Fourth {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2016, 30 October - 3 November, 2016, Austin,
Texas, {USA}},
pages = {159--168},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/hcomp.v4i1.13278},
doi = {10.1609/HCOMP.V4I1.13278},
timestamp = {Tue, 05 Sep 2023 11:10:11 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/NushiS0K16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/SunSYKF16,
author = {Yuyin Sun and
Adish Singla and
Tori Qiao Yan and
Andreas Krause and
Dieter Fox},
editor = {Arpita Ghosh and
Matthew Lease},
title = {Evaluating Task-Dependent Taxonomies for Navigation},
booktitle = {Proceedings of the Fourth {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2016, 30 October - 3 November, 2016, Austin,
Texas, {USA}},
pages = {229--238},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/hcomp.v4i1.13286},
doi = {10.1609/HCOMP.V4I1.13286},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/SunSYKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalkanskiMKS16,
author = {Eric Balkanski and
Baharan Mirzasoleiman and
Andreas Krause and
Yaron Singer},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Learning Sparse Combinatorial Representations via Two-stage Submodular
Maximization},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2207--2216},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/balkanski16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalkanskiMKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LucicBZK16,
author = {Mario Lucic and
Olivier Bachem and
Morteza Zadimoghaddam and
Andreas Krause},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Horizontally Scalable Submodular Maximization},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {2981--2989},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/lucic16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LucicBZK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SinglaTK16,
author = {Adish Singla and
Sebastian Tschiatschek and
Andreas Krause},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Actively Learning Hemimetrics with Applications to Eliciting User
Preferences},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {412--420},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/singla16.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SinglaTK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/BerkenkampSK16,
author = {Felix Berkenkamp and
Angela P. Schoellig and
Andreas Krause},
editor = {Danica Kragic and
Antonio Bicchi and
Alessandro De Luca},
title = {Safe controller optimization for quadrotors with Gaussian processes},
booktitle = {2016 {IEEE} International Conference on Robotics and Automation, {ICRA}
2016, Stockholm, Sweden, May 16-21, 2016},
pages = {491--496},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICRA.2016.7487170},
doi = {10.1109/ICRA.2016.7487170},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/BerkenkampSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LucicB016,
author = {Mario Lucic and
Olivier Bachem and
Andreas Krause},
editor = {Subbarao Kambhampati},
title = {Linear-Time Outlier Detection via Sensitivity},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {1795--1801},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/257},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LucicB016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachemLH016,
author = {Olivier Bachem and
Mario Lucic and
Seyed Hamed Hassani and
Andreas Krause},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Fast and Provably Good Seedings for k-Means},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {55--63},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/d67d8ab4f4c10bf22aa353e27879133c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachemLH016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BogunovicS0C16,
author = {Ilija Bogunovic and
Jonathan Scarlett and
Andreas Krause and
Volkan Cevher},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Truncated Variance Reduction: {A} Unified Approach to Bayesian Optimization
and Level-Set Estimation},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1507--1515},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/ce78d1da254c0843eb23951ae077ff5f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BogunovicS0C16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DjolongaJT016,
author = {Josip Djolonga and
Stefanie Jegelka and
Sebastian Tschiatschek and
Andreas Krause},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Cooperative Graphical Models},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {262--270},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/8f85517967795eeef66c225f7883bdcb-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DjolongaJT016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DjolongaT016,
author = {Josip Djolonga and
Sebastian Tschiatschek and
Andreas Krause},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Variational Inference in Mixed Probabilistic Submodular Models},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1759--1767},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/9232fe81225bcaef853ae32870a2b0fe-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DjolongaT016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TurchettaB016,
author = {Matteo Turchetta and
Felix Berkenkamp and
Andreas Krause},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Safe Exploration in Finite Markov Decision Processes with Gaussian
Processes},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4305--4313},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/9a49a25d845a483fae4be7e341368e36-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TurchettaB016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/popl/RaychevBVK16,
author = {Veselin Raychev and
Pavol Bielik and
Martin T. Vechev and
Andreas Krause},
editor = {Rastislav Bod{\'{\i}}k and
Rupak Majumdar},
title = {Learning programs from noisy data},
booktitle = {Proceedings of the 43rd Annual {ACM} {SIGPLAN-SIGACT} Symposium on
Principles of Programming Languages, {POPL} 2016, St. Petersburg,
FL, USA, January 20 - 22, 2016},
pages = {761--774},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2837614.2837671},
doi = {10.1145/2837614.2837671},
timestamp = {Wed, 23 Jun 2021 15:34:31 +0200},
biburl = {https://dblp.org/rec/conf/popl/RaychevBVK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BerkenkampKS16,
author = {Felix Berkenkamp and
Andreas Krause and
Angela P. Schoellig},
title = {Bayesian Optimization with Safety Constraints: Safe and Automatic
Parameter Tuning in Robotics},
journal = {CoRR},
volume = {abs/1602.04450},
year = {2016},
url = {http://arxiv.org/abs/1602.04450},
eprinttype = {arXiv},
eprint = {1602.04450},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BerkenkampKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BerkenkampMSK16,
author = {Felix Berkenkamp and
Riccardo Moriconi and
Angela P. Schoellig and
Andreas Krause},
title = {Safe Learning of Regions of Attraction for Uncertain, Nonlinear Systems
with Gaussian Processes},
journal = {CoRR},
volume = {abs/1603.04915},
year = {2016},
url = {http://arxiv.org/abs/1603.04915},
eprinttype = {arXiv},
eprint = {1603.04915},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BerkenkampMSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BianMB016,
author = {Andrew An Bian and
Baharan Mirzasoleiman and
Joachim M. Buhmann and
Andreas Krause},
title = {Guaranteed Non-convex Optimization: Submodular Maximization over Continuous
Domains},
journal = {CoRR},
volume = {abs/1606.05615},
year = {2016},
url = {http://arxiv.org/abs/1606.05615},
eprinttype = {arXiv},
eprint = {1606.05615},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BianMB016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BogunovicS0C16,
author = {Ilija Bogunovic and
Jonathan Scarlett and
Andreas Krause and
Volkan Cevher},
title = {Truncated Variance Reduction: {A} Unified Approach to Bayesian Optimization
and Level-Set Estimation},
journal = {CoRR},
volume = {abs/1610.07379},
year = {2016},
url = {http://arxiv.org/abs/1610.07379},
eprinttype = {arXiv},
eprint = {1610.07379},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BogunovicS0C16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenHK16a,
author = {Yuxin Chen and
S. Hamed Hassani and
Andreas Krause},
title = {Near-optimal Bayesian Active Learning with Correlated and Noisy Tests},
journal = {CoRR},
volume = {abs/1605.07334},
year = {2016},
url = {http://arxiv.org/abs/1605.07334},
eprinttype = {arXiv},
eprint = {1605.07334},
timestamp = {Sun, 07 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenHK16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LucicBK16,
author = {Mario Lucic and
Olivier Bachem and
Andreas Krause},
title = {Linear-time Outlier Detection via Sensitivity},
journal = {CoRR},
volume = {abs/1605.00519},
year = {2016},
url = {http://arxiv.org/abs/1605.00519},
eprinttype = {arXiv},
eprint = {1605.00519},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LucicBK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LucicBZK16,
author = {Mario Lucic and
Olivier Bachem and
Morteza Zadimoghaddam and
Andreas Krause},
title = {Horizontally Scalable Submodular Maximization},
journal = {CoRR},
volume = {abs/1605.09619},
year = {2016},
url = {http://arxiv.org/abs/1605.09619},
eprinttype = {arXiv},
eprint = {1605.09619},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LucicBZK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LucicOKK16,
author = {Mario Lucic and
Mesrob I. Ohannessian and
Amin Karbasi and
Andreas Krause},
title = {Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning},
journal = {CoRR},
volume = {abs/1605.00529},
year = {2016},
url = {http://arxiv.org/abs/1605.00529},
eprinttype = {arXiv},
eprint = {1605.00529},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LucicOKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchulzHBSK16,
author = {Eric Schulz and
Quentin J. M. Huys and
Dominik R. Bach and
Maarten Speekenbrink and
Andreas Krause},
title = {Better safe than sorry: Risky function exploitation through safe optimization},
journal = {CoRR},
volume = {abs/1602.01052},
year = {2016},
url = {http://arxiv.org/abs/1602.01052},
eprinttype = {arXiv},
eprint = {1602.01052},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SchulzHBSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinglaTK16,
author = {Adish Singla and
Sebastian Tschiatschek and
Andreas Krause},
title = {Actively Learning Hemimetrics with Applications to Eliciting User
Preferences},
journal = {CoRR},
volume = {abs/1605.07144},
year = {2016},
url = {http://arxiv.org/abs/1605.07144},
eprinttype = {arXiv},
eprint = {1605.07144},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SinglaTK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TurchettaB016,
author = {Matteo Turchetta and
Felix Berkenkamp and
Andreas Krause},
title = {Safe Exploration in Finite Markov Decision Processes with Gaussian
Processes},
journal = {CoRR},
volume = {abs/1606.04753},
year = {2016},
url = {http://arxiv.org/abs/1606.04753},
eprinttype = {arXiv},
eprint = {1606.04753},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TurchettaB016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TyagiKGK16,
author = {Hemant Tyagi and
Anastasios Kyrillidis and
Bernd G{\"{a}}rtner and
Andreas Krause},
title = {Learning Sparse Additive Models with Interactions in High Dimensions},
journal = {CoRR},
volume = {abs/1604.05307},
year = {2016},
url = {http://arxiv.org/abs/1604.05307},
eprinttype = {arXiv},
eprint = {1604.05307},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TyagiKGK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TyagiKGK16a,
author = {Hemant Tyagi and
Anastasios Kyrillidis and
Bernd G{\"{a}}rtner and
Andreas Krause},
title = {Algorithms for Learning Sparse Additive Models with Interactions in
High Dimensions},
journal = {CoRR},
volume = {abs/1605.00609},
year = {2016},
url = {http://arxiv.org/abs/1605.00609},
eprinttype = {arXiv},
eprint = {1605.00609},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TyagiKGK16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/comvis/KreienbuehlNRSW15,
author = {Andreas Kreienbuehl and
Arne N{\"{a}}gel and
Daniel Ruprecht and
Robert Speck and
Gabriel Wittum and
Rolf Krause},
title = {Numerical simulation of skin transport using Parareal},
journal = {Comput. Vis. Sci.},
volume = {17},
number = {2},
pages = {99--108},
year = {2015},
url = {https://doi.org/10.1007/s00791-015-0246-y},
doi = {10.1007/S00791-015-0246-Y},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/comvis/KreienbuehlNRSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/TrautmanMMK15,
author = {Peter Trautman and
Jeremy Ma and
Richard M. Murray and
Andreas Krause},
title = {Robot navigation in dense human crowds: Statistical models and experimental
studies of human-robot cooperation},
journal = {Int. J. Robotics Res.},
volume = {34},
number = {3},
pages = {335--356},
year = {2015},
url = {https://doi.org/10.1177/0278364914557874},
doi = {10.1177/0278364914557874},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijrr/TrautmanMMK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nm/KrauseVW15,
author = {Rolf Krause and
Andreas Veeser and
Mirjam Walloth},
title = {An efficient and reliable residual-type a posteriori error estimator
for the Signorini problem},
journal = {Numerische Mathematik},
volume = {130},
number = {1},
pages = {151--197},
year = {2015},
url = {https://doi.org/10.1007/s00211-014-0655-8},
doi = {10.1007/S00211-014-0655-8},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nm/KrauseVW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peng/KrauseWBSB15,
author = {Andreas Krause and
Ren{\'{e}} Weirauch and
G{\"{u}}nter Br{\"{a}}uer and
Malte Stonis and
Bernd{-}Arno Behrens},
title = {Analysis of the friction behavior of {DLC} in warm bulk forming by
using the ring compression test},
journal = {Prod. Eng.},
volume = {9},
number = {1},
pages = {41--49},
year = {2015},
url = {https://doi.org/10.1007/s11740-014-0579-2},
doi = {10.1007/S11740-014-0579-2},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/peng/KrauseWBSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenJKBSK15,
author = {Yuxin Chen and
Shervin Javdani and
Amin Karbasi and
J. Andrew Bagnell and
Siddhartha S. Srinivasa and
Andreas Krause},
editor = {Blai Bonet and
Sven Koenig},
title = {Submodular Surrogates for Value of Information},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3511--3518},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9694},
doi = {10.1609/AAAI.V29I1.9694},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenJKBSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MirzasoleimanBK15,
author = {Baharan Mirzasoleiman and
Ashwinkumar Badanidiyuru and
Amin Karbasi and
Jan Vondr{\'{a}}k and
Andreas Krause},
editor = {Blai Bonet and
Sven Koenig},
title = {Lazier Than Lazy Greedy},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1812--1818},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9486},
doi = {10.1609/AAAI.V29I1.9486},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MirzasoleimanBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SinglaSBMMK15,
author = {Adish Singla and
Marco Santoni and
G{\'{a}}bor Bart{\'{o}}k and
Pratik Mukerji and
Moritz Meenen and
Andreas Krause},
editor = {Blai Bonet and
Sven Koenig},
title = {Incentivizing Users for Balancing Bike Sharing Systems},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {723--729},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9251},
doi = {10.1609/AAAI.V29I1.9251},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SinglaSBMMK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LucicOKK15,
author = {Mario Lucic and
Mesrob I. Ohannessian and
Amin Karbasi and
Andreas Krause},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/lucic15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LucicOKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/ChenHHKK15,
author = {Yuxin Chen and
S. Hamed Hassani and
Amin Karbasi and
Andreas Krause},
editor = {Peter Gr{\"{u}}nwald and
Elad Hazan and
Satyen Kale},
title = {Sequential Information Maximization: When is Greedy Near-optimal?},
booktitle = {Proceedings of The 28th Conference on Learning Theory, {COLT} 2015,
Paris, France, July 3-6, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {40},
pages = {338--363},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v40/Chen15b.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/ChenHHKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eScience/AtkinsonCCCFFGG15,
author = {Malcolm P. Atkinson and
Michele Carpen{\`{e}} and
Emanuele Casarotti and
Steffen Claus and
Rosa Filgueira and
Anton Frank and
Michelle Galea and
Tom Garth and
Andr{\'{e}} Gem{\"{u}}nd and
Heiner Igel and
Iraklis A. Klampanos and
Amrey Krause and
Lion Krischer and
Siew Hoon Leong and
Federica Magnoni and
Jonas Matser and
Alberto Michelini and
Andreas Rietbrock and
Horst Schwichtenberg and
Alessandro Spinuso and
Jean{-}Pierre Vilotte},
title = {{VERCE} Delivers a Productive E-science Environment for Seismology
Research},
booktitle = {11th {IEEE} International Conference on e-Science, e-Science 2015,
Munich, Germany, August 31 - September 4, 2015},
pages = {224--236},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/eScience.2015.38},
doi = {10.1109/ESCIENCE.2015.38},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eScience/AtkinsonCCCFFGG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecoc/RymanovKDEKS15,
author = {Vitaly Rymanov and
Besher Khani and
Sebastian D{\"{u}}lme and
K. Enkisch and
A. Krause and
Andreas Stohr},
title = {Passive {\(\Psi\)}-type optical polarization splitter for integrated
photonic polarization diversity receivers},
booktitle = {European Conference on Optical Communication, {ECOC} 2015, Valencia,
Spain, September 27 - October 1, 2015},
pages = {1--3},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ECOC.2015.7341737},
doi = {10.1109/ECOC.2015.7341737},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecoc/RymanovKDEKS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gil/EickeSKD15,
author = {Chris Eicke and
Daniel Schirmer and
Manfred Krause and
Andreas Daum},
editor = {Arno Ruckelshausen and
Hans{-}Peter Schwarz and
Brigitte Theuvsen},
title = {Wirtschaftliche Realisierung regionaler Energieautarkie},
booktitle = {Informatik in der Land-, Forst- und Ern{\"{a}}hrungswirtschaft,
Fokus: Komplexit{\"{a}}t versus Bedienbarkeit / Mensch-Maschine-Schnittstellen,
Referate der 35. GIL-Jahrestagung, 23.-24. Februar 2015, Geisenheim,
Germany},
series = {{LNI}},
volume = {{P-238}},
pages = {45--48},
publisher = {{GI}},
year = {2015},
url = {http://www.gil-net.de/Publikationen/27\_45.pdf},
timestamp = {Mon, 08 Apr 2024 17:19:16 +0200},
biburl = {https://dblp.org/rec/conf/gil/EickeSKD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/NushiSGZKK15,
author = {Besmira Nushi and
Adish Singla and
Anja Gruenheid and
Erfan Zamanian and
Andreas Krause and
Donald Kossmann},
editor = {Elizabeth Gerber and
Panos Ipeirotis},
title = {Crowd Access Path Optimization: Diversity Matters},
booktitle = {Proceedings of the Third {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2015, November 8-11, 2015, San Diego, California,
{USA}},
pages = {130--139},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/hcomp.v3i1.13228},
doi = {10.1609/HCOMP.V3I1.13228},
timestamp = {Tue, 05 Sep 2023 11:10:11 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/NushiSGZKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/SinglaHKK15,
author = {Adish Singla and
Eric Horvitz and
Pushmeet Kohli and
Andreas Krause},
editor = {Elizabeth Gerber and
Panos Ipeirotis},
title = {Learning to Hire Teams},
booktitle = {Proceedings of the Third {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2015, November 8-11, 2015, San Diego, California,
{USA}},
pages = {34--35},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/hcomp.v3i1.13243},
doi = {10.1609/HCOMP.V3I1.13243},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/SinglaHKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhangDK15,
author = {Jian Zhang and
Josip Djolonga and
Andreas Krause},
title = {Higher-Order Inference for Multi-class Log-Supermodular Models},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {1859--1867},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.216},
doi = {10.1109/ICCV.2015.216},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ZhangDK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachemLK15,
author = {Olivier Bachem and
Mario Lucic and
Andreas Krause},
editor = {Francis R. Bach and
David M. Blei},
title = {Coresets for Nonparametric Estimation - the Case of DP-Means},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {209--217},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/bachem15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachemLK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DjolongaK15,
author = {Josip Djolonga and
Andreas Krause},
editor = {Francis R. Bach and
David M. Blei},
title = {Scalable Variational Inference in Log-supermodular Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1804--1813},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/djolonga15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DjolongaK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuiGBK15,
author = {Yanan Sui and
Alkis Gotovos and
Joel W. Burdick and
Andreas Krause},
editor = {Francis R. Bach and
David M. Blei},
title = {Safe Exploration for Optimization with Gaussian Processes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {997--1005},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/sui15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuiGBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HengGKP15,
author = {Lionel Heng and
Alkis Gotovos and
Andreas Krause and
Marc Pollefeys},
title = {Efficient visual exploration and coverage with a micro aerial vehicle
in unknown environments},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2015, Seattle, WA, USA, 26-30 May, 2015},
pages = {1071--1078},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICRA.2015.7139309},
doi = {10.1109/ICRA.2015.7139309},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/HengGKP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GotovosKK15,
author = {Alkis Gotovos and
Amin Karbasi and
Andreas Krause},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Non-Monotone Adaptive Submodular Maximization},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {1996--2003},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/283},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/GotovosKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SinglaHKWK15,
author = {Adish Singla and
Eric Horvitz and
Pushmeet Kohli and
Ryen White and
Andreas Krause},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Information Gathering in Networks via Active Exploration},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {891--988},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/143},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SinglaHKWK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SunSFK15,
author = {Yuyin Sun and
Adish Singla and
Dieter Fox and
Andreas Krause},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Building Hierarchies of Concepts via Crowdsourcing},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {844--853},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/124},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SunSFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/VanchinathanMRK15,
author = {Hastagiri P. Vanchinathan and
Andreas Marfurt and
Charles{-}Antoine Robelin and
Donald Kossmann and
Andreas Krause},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Discovering Valuable items from Massive Data},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1195--1204},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783360},
doi = {10.1145/2783258.2783360},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/VanchinathanMRK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GotovosHK15,
author = {Alkis Gotovos and
S. Hamed Hassani and
Andreas Krause},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Sampling from Probabilistic Submodular Models},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1945--1953},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/160c88652d47d0be60bfbfed25111412-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GotovosHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MirzasoleimanKB15,
author = {Baharan Mirzasoleiman and
Amin Karbasi and
Ashwinkumar Badanidiyuru and
Andreas Krause},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Distributed Submodular Cover: Succinctly Summarizing Massive Data},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2881--2889},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/c1fea270c48e8079d8ddf7d06d26ab52-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MirzasoleimanKB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/popl/RaychevVK15,
author = {Veselin Raychev and
Martin T. Vechev and
Andreas Krause},
editor = {Sriram K. Rajamani and
David Walker},
title = {Predicting Program Properties from "Big Code"},
booktitle = {Proceedings of the 42nd Annual {ACM} {SIGPLAN-SIGACT} Symposium on
Principles of Programming Languages, {POPL} 2015, Mumbai, India, January
15-17, 2015},
pages = {111--124},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2676726.2677009},
doi = {10.1145/2676726.2677009},
timestamp = {Mon, 08 Apr 2024 08:19:10 +0200},
biburl = {https://dblp.org/rec/conf/popl/RaychevVK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AtkinsonCCCFFGG15,
author = {Malcolm P. Atkinson and
Michele Carpen{\`{e}} and
Emanuele Casarotti and
Steffen Claus and
Rosa Filgueira and
Anton Frank and
Michelle Galea and
Tom Garth and
Andr{\'{e}} Gem{\"{u}}nd and
Heiner Igel and
Iraklis A. Klampanos and
Amrey Krause and
Lion Krischer and
Siew Hoon Leong and
Federica Magnoni and
Jonas Matser and
Alberto Michelini and
Andreas Rietbrock and
Horst Schwichtenberg and
Alessandro Spinuso and
Jean{-}Pierre Vilotte},
title = {{VERCE} delivers a productive e-Science environment for seismology
research},
journal = {CoRR},
volume = {abs/1510.01989},
year = {2015},
url = {http://arxiv.org/abs/1510.01989},
eprinttype = {arXiv},
eprint = {1510.01989},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AtkinsonCCCFFGG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BerkenkampSK15,
author = {Felix Berkenkamp and
Angela P. Schoellig and
Andreas Krause},
title = {Safe Controller Optimization for Quadrotors with Gaussian Processes},
journal = {CoRR},
volume = {abs/1509.01066},
year = {2015},
url = {http://arxiv.org/abs/1509.01066},
eprinttype = {arXiv},
eprint = {1509.01066},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BerkenkampSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DjolongaK15,
author = {Josip Djolonga and
Andreas Krause},
title = {Scalable Variational Inference in Log-supermodular Models},
journal = {CoRR},
volume = {abs/1502.06531},
year = {2015},
url = {http://arxiv.org/abs/1502.06531},
eprinttype = {arXiv},
eprint = {1502.06531},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DjolongaK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KreienbuehlBRK15,
author = {Andreas Kreienbuehl and
Pietro Benedusi and
Daniel Ruprecht and
Rolf Krause},
title = {Time parallel gravitational collapse simulation},
journal = {CoRR},
volume = {abs/1509.01572},
year = {2015},
url = {http://arxiv.org/abs/1509.01572},
eprinttype = {arXiv},
eprint = {1509.01572},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KreienbuehlBRK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KreienbuehlNRSW15,
author = {Andreas Kreienbuehl and
Arne N{\"{a}}gel and
Daniel Ruprecht and
Robert Speck and
Gabriel Wittum and
Rolf Krause},
title = {Numerical simulation of skin transport using Parareal},
journal = {CoRR},
volume = {abs/1502.03645},
year = {2015},
url = {http://arxiv.org/abs/1502.03645},
eprinttype = {arXiv},
eprint = {1502.03645},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KreienbuehlNRSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KreienbuehlNRVW15,
author = {Andreas Kreienbuehl and
Arne N{\"{a}}gel and
Daniel Ruprecht and
Andreas Vogel and
Gabriel Wittum and
Rolf Krause},
title = {Parareal convergence for 2D unsteady flow around a cylinder},
journal = {CoRR},
volume = {abs/1509.04252},
year = {2015},
url = {http://arxiv.org/abs/1509.04252},
eprinttype = {arXiv},
eprint = {1509.04252},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KreienbuehlNRVW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LucicBK15,
author = {Mario Lucic and
Olivier Bachem and
Andreas Krause},
title = {Strong Coresets for Hard and Soft Bregman Clustering with Applications
to Exponential Family Mixtures},
journal = {CoRR},
volume = {abs/1508.05243},
year = {2015},
url = {http://arxiv.org/abs/1508.05243},
eprinttype = {arXiv},
eprint = {1508.05243},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LucicBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/NushiSGZKK15,
author = {Besmira Nushi and
Adish Singla and
Anja Gruenheid and
Erfan Zamanian and
Andreas Krause and
Donald Kossmann},
title = {Crowd Access Path Optimization: Diversity Matters},
journal = {CoRR},
volume = {abs/1508.01951},
year = {2015},
url = {http://arxiv.org/abs/1508.01951},
eprinttype = {arXiv},
eprint = {1508.01951},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/NushiSGZKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinglaHKK15,
author = {Adish Singla and
Eric Horvitz and
Pushmeet Kohli and
Andreas Krause},
title = {Learning to Hire Teams},
journal = {CoRR},
volume = {abs/1508.02823},
year = {2015},
url = {http://arxiv.org/abs/1508.02823},
eprinttype = {arXiv},
eprint = {1508.02823},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SinglaHKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinglaHKWK15,
author = {Adish Singla and
Eric Horvitz and
Pushmeet Kohli and
Ryen W. White and
Andreas Krause},
title = {Information Gathering in Networks via Active Exploration},
journal = {CoRR},
volume = {abs/1504.06423},
year = {2015},
url = {http://arxiv.org/abs/1504.06423},
eprinttype = {arXiv},
eprint = {1504.06423},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SinglaHKWK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinglaTK15,
author = {Adish Singla and
Sebastian Tschiatschek and
Andreas Krause},
title = {Noisy Submodular Maximization via Adaptive Sampling with Applications
to Crowdsourced Image Collection Summarization},
journal = {CoRR},
volume = {abs/1511.07211},
year = {2015},
url = {http://arxiv.org/abs/1511.07211},
eprinttype = {arXiv},
eprint = {1511.07211},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SinglaTK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SunSFK15,
author = {Yuyin Sun and
Adish Singla and
Dieter Fox and
Andreas Krause},
title = {Building Hierarchies of Concepts via Crowdsourcing},
journal = {CoRR},
volume = {abs/1504.07302},
year = {2015},
url = {http://arxiv.org/abs/1504.07302},
eprinttype = {arXiv},
eprint = {1504.07302},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SunSFK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/VanchinathanMRK15,
author = {Hastagiri P. Vanchinathan and
Andreas Marfurt and
Charles{-}Antoine Robelin and
Donald Kossmann and
Andreas Krause},
title = {Discovering Valuable Items from Massive Data},
journal = {CoRR},
volume = {abs/1506.00935},
year = {2015},
url = {http://arxiv.org/abs/1506.00935},
eprinttype = {arXiv},
eprint = {1506.00935},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/VanchinathanMRK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/KrauseGC14,
author = {Andreas Krause and
Daniel Golovin and
Sarah J. Converse},
title = {Sequential Decision Making in Computational Sustainability via Adaptive
Submodularity},
journal = {{AI} Mag.},
volume = {35},
number = {2},
pages = {8--18},
year = {2014},
url = {https://doi.org/10.1609/aimag.v35i2.2526},
doi = {10.1609/AIMAG.V35I2.2526},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/KrauseGC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/FaulknerCHCKBGLOCK14,
author = {Matthew Faulkner and
Robert Clayton and
Thomas Heaton and
K. Mani Chandy and
Monica Kohler and
Julian J. Bunn and
Richard Guy and
Annie H. Liu and
Michael Olson and
MingHei Cheng and
Andreas Krause},
title = {Community sense and response systems: your phone as quake detector},
journal = {Commun. {ACM}},
volume = {57},
number = {7},
pages = {66--75},
year = {2014},
url = {https://doi.org/10.1145/2622633},
doi = {10.1145/2622633},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/FaulknerCHCKBGLOCK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DesautelsKB14,
author = {Thomas Desautels and
Andreas Krause and
Joel W. Burdick},
title = {Parallelizing exploration-exploitation tradeoffs in Gaussian process
bandit optimization},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {3873--3923},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2750368},
doi = {10.5555/2627435.2750368},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DesautelsKB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/JavdaniCKKBS14,
author = {Shervin Javdani and
Yuxin Chen and
Amin Karbasi and
Andreas Krause and
Drew Bagnell and
Siddhartha S. Srinivasa},
title = {Near Optimal Bayesian Active Learning for Decision Making},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {430--438},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/javdani14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/JavdaniCKKBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cicc/BalasubramanianJKMVGWKKKPN14,
author = {S. Balasubramanian and
Vivek Joshi and
Torsten Klick and
Randy W. Mann and
Joseph Versaggi and
Akhilesh Gautam and
C. Weintraub and
G. Kurz and
G. Krause and
Andreas Kerber and
Biju Parameshwaran and
Tanya Nigam},
title = {{HTOL} {SRAM} Vmin shift considerations in scaled {HKMG} technologies},
booktitle = {Proceedings of the {IEEE} 2014 Custom Integrated Circuits Conference,
{CICC} 2014, San Jose, CA, USA, September 15-17, 2014},
pages = {1--4},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CICC.2014.6946031},
doi = {10.1109/CICC.2014.6946031},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cicc/BalasubramanianJKMVGWKKKPN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/SinglaLBK14,
author = {Adish Singla and
Ian Lienert and
G{\'{a}}bor Bart{\'{o}}k and
Andreas Krause},
editor = {Jeffrey P. Bigham and
David C. Parkes},
title = {Contextual Procurement in Online Crowdsourcing Markets},
booktitle = {Proceedings of the Seconf {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2014, November 2-4, 2014, Pittsburgh, Pennsylvania,
{USA}},
pages = {58--59},
publisher = {{AAAI}},
year = {2014},
url = {https://doi.org/10.1609/hcomp.v2i1.13195},
doi = {10.1609/HCOMP.V2I1.13195},
timestamp = {Tue, 05 Sep 2023 11:10:11 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/SinglaLBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenSMKWK14,
author = {Yuxin Chen and
Hiroaki Shioi and
Cesar Fuentes Montesinos and
Lian Pin Koh and
Serge A. Wich and
Andreas Krause},
title = {Active Detection via Adaptive Submodularity},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {55--63},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/chena14.html},
timestamp = {Tue, 28 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChenSMKWK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SinglaBBKK14,
author = {Adish Singla and
Ilija Bogunovic and
G{\'{a}}bor Bart{\'{o}}k and
Amin Karbasi and
Andreas Krause},
title = {Near-Optimally Teaching the Crowd to Classify},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {154--162},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/singla14.html},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SinglaBBKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HitzGPGPKS14,
author = {Gregory Hitz and
Alkis Gotovos and
Fran{\c{c}}ois Pomerleau and
Marie{-}Eve Garneau and
C{\'{e}}dric Pradalier and
Andreas Krause and
Roland Yves Siegwart},
title = {Fully autonomous focused exploration for robotic environmental monitoring},
booktitle = {2014 {IEEE} International Conference on Robotics and Automation, {ICRA}
2014, Hong Kong, China, May 31 - June 7, 2014},
pages = {2658--2664},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICRA.2014.6907240},
doi = {10.1109/ICRA.2014.6907240},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/HitzGPGPKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BadanidiyuruMKK14,
author = {Ashwinkumar Badanidiyuru and
Baharan Mirzasoleiman and
Amin Karbasi and
Andreas Krause},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Streaming submodular maximization: massive data summarization on the
fly},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {671--680},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623637},
doi = {10.1145/2623330.2623637},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BadanidiyuruMKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DjolongaK14,
author = {Josip Djolonga and
Andreas Krause},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {From {MAP} to Marginals: Variational Inference in Bayesian Submodular
Models},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {244--252},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/82161242827b703e6acf9c726942a1e4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DjolongaK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TyagiGK14,
author = {Hemant Tyagi and
Bernd G{\"{a}}rtner and
Andreas Krause},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Efficient Sampling for Learning Sparse Additive Models in High Dimensions},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {514--522},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/40008b9a5380fcacce3976bf7c08af5b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TyagiGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VanchinathanBK14,
author = {Hastagiri P. Vanchinathan and
G{\'{a}}bor Bart{\'{o}}k and
Andreas Krause},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Efficient Partial Monitoring with Prior Information},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1691--1699},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/0a113ef6b61820daa5611c870ed8d5ee-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VanchinathanBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/percom/Krause14,
author = {Andreas Krause},
title = {Community sense-and-response systems: Your phone as seismometer},
booktitle = {2014 {IEEE} International Conference on Pervasive Computing and Communication
Workshops, PerCom 2014 Workshops, Budapest, Hungary, March 24-28,
2014},
pages = {394},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/PerComW.2014.6815238},
doi = {10.1109/PERCOMW.2014.6815238},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/percom/Krause14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VanchinathanNBK14,
author = {Hastagiri P. Vanchinathan and
Isidor Nikolic and
Fabio De Bona and
Andreas Krause},
editor = {Alfred Kobsa and
Michelle X. Zhou and
Martin Ester and
Yehuda Koren},
title = {Explore-exploit in top-N recommender systems via Gaussian processes},
booktitle = {Eighth {ACM} Conference on Recommender Systems, RecSys '14, Foster
City, Silicon Valley, CA, {USA} - October 06 - 10, 2014},
pages = {225--232},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2645710.2645733},
doi = {10.1145/2645710.2645733},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/VanchinathanNBK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/cu/p/0001G14,
author = {Andreas Krause and
Daniel Golovin},
editor = {Lucas Bordeaux and
Youssef Hamadi and
Pushmeet Kohli},
title = {Submodular Function Maximization},
booktitle = {Tractability: Practical Approaches to Hard Problems},
pages = {71--104},
publisher = {Cambridge University Press},
year = {2014},
url = {https://doi.org/10.1017/CBO9781139177801.004},
doi = {10.1017/CBO9781139177801.004},
timestamp = {Tue, 16 May 2017 14:01:41 +0200},
biburl = {https://dblp.org/rec/books/cu/p/0001G14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/0003KGK14,
author = {Amarjeet Singh and
Andreas Krause and
Carlos Guestrin and
William J. Kaiser},
title = {Efficient Informative Sensing using Multiple Robots},
journal = {CoRR},
volume = {abs/1401.3462},
year = {2014},
url = {http://arxiv.org/abs/1401.3462},
eprinttype = {arXiv},
eprint = {1401.3462},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/0003KGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GolovinKS14,
author = {Daniel Golovin and
Andreas Krause and
Matthew J. Streeter},
title = {Online Submodular Maximization under a Matroid Constraint with Application
to Learning Assignments},
journal = {CoRR},
volume = {abs/1407.1082},
year = {2014},
url = {http://arxiv.org/abs/1407.1082},
eprinttype = {arXiv},
eprint = {1407.1082},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GolovinKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JavdaniCKKBS14,
author = {Shervin Javdani and
Yuxin Chen and
Amin Karbasi and
Andreas Krause and
J. Andrew Bagnell and
Siddhartha S. Srinivasa},
title = {Near Optimal Bayesian Active Learning for Decision Making},
journal = {CoRR},
volume = {abs/1402.5886},
year = {2014},
url = {http://arxiv.org/abs/1402.5886},
eprinttype = {arXiv},
eprint = {1402.5886},
timestamp = {Sun, 07 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JavdaniCKKBS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrauseG14,
author = {Andreas Krause and
Carlos Guestrin},
title = {Optimal Value of Information in Graphical Models},
journal = {CoRR},
volume = {abs/1401.3474},
year = {2014},
url = {http://arxiv.org/abs/1401.3474},
eprinttype = {arXiv},
eprint = {1401.3474},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrauseG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KrauseH14,
author = {Andreas Krause and
Eric Horvitz},
title = {A Utility-Theoretic Approach to Privacy in Online Services},
journal = {CoRR},
volume = {abs/1401.3859},
year = {2014},
url = {http://arxiv.org/abs/1401.3859},
eprinttype = {arXiv},
eprint = {1401.3859},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KrauseH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MirzasoleimanBKVK14,
author = {Baharan Mirzasoleiman and
Ashwinkumar Badanidiyuru and
Amin Karbasi and
Jan Vondr{\'{a}}k and
Andreas Krause},
title = {Lazier Than Lazy Greedy},
journal = {CoRR},
volume = {abs/1409.7938},
year = {2014},
url = {http://arxiv.org/abs/1409.7938},
eprinttype = {arXiv},
eprint = {1409.7938},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MirzasoleimanBKVK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MirzasoleimanKSK14,
author = {Baharan Mirzasoleiman and
Amin Karbasi and
Rik Sarkar and
Andreas Krause},
title = {Distributed Submodular Maximization},
journal = {CoRR},
volume = {abs/1411.0541},
year = {2014},
url = {http://arxiv.org/abs/1411.0541},
eprinttype = {arXiv},
eprint = {1411.0541},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MirzasoleimanKSK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinglaBBKK14,
author = {Adish Singla and
Ilija Bogunovic and
G{\'{a}}bor Bart{\'{o}}k and
Amin Karbasi and
Andreas Krause},
title = {Near-Optimally Teaching the Crowd to Classify},
journal = {CoRR},
volume = {abs/1402.2092},
year = {2014},
url = {http://arxiv.org/abs/1402.2092},
eprinttype = {arXiv},
eprint = {1402.2092},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SinglaBBKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/BinneyKS13,
author = {Jonathan Binney and
Andreas Krause and
Gaurav S. Sukhatme},
title = {Optimizing waypoints for monitoring spatiotemporal phenomena},
journal = {Int. J. Robotics Res.},
volume = {32},
number = {8},
pages = {873--888},
year = {2013},
url = {https://doi.org/10.1177/0278364913488427},
doi = {10.1177/0278364913488427},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijrr/BinneyKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/RomeroKA13,
author = {Philip A. Romero and
Andreas Krause and
Frances H. Arnold},
title = {Navigating the protein fitness landscape with Gaussian processes},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {110},
number = {3},
pages = {E193--E201},
year = {2013},
url = {https://doi.org/10.1073/pnas.1215251110},
doi = {10.1073/PNAS.1215251110},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pnas/RomeroKA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/Krause13,
author = {Andreas Krause},
editor = {Tilo Burghardt and
Dima Damen and
Walterio W. Mayol{-}Cuevas and
Majid Mirmehdi},
title = {Submodularity in Machine Learning and Vision},
booktitle = {British Machine Vision Conference, {BMVC} 2013, Bristol, UK, September
9-13, 2013},
publisher = {{BMVA} Press},
year = {2013},
url = {https://doi.org/10.5244/C.27.2},
doi = {10.5244/C.27.2},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/Krause13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/SinglaK13,
author = {Adish Singla and
Andreas Krause},
editor = {Bj{\"{o}}rn Hartman and
Eric Horvitz},
title = {Incentives for Privacy Tradeoff in Community Sensing},
booktitle = {Proceedings of the First {AAAI} Conference on Human Computation and
Crowdsourcing, {HCOMP} 2013, November 7-9, 2013, Palm Springs, CA,
{USA}},
pages = {165--173},
publisher = {{AAAI}},
year = {2013},
url = {https://doi.org/10.1609/hcomp.v1i1.13068},
doi = {10.1609/HCOMP.V1I1.13068},
timestamp = {Tue, 05 Sep 2023 11:10:11 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/SinglaK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenK13,
author = {Yuxin Chen and
Andreas Krause},
title = {Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {160--168},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/chen13b.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZuluagaSKP13,
author = {Marcela Zuluaga and
Guillaume Sergent and
Andreas Krause and
Markus P{\"{u}}schel},
title = {Active Learning for Multi-Objective Optimization},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {462--470},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/zuluaga13.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZuluagaSKP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/TrautmanMMK13,
author = {Peter Trautman and
Jeremy Ma and
Richard M. Murray and
Andreas Krause},
title = {Robot navigation in dense human crowds: the case for cooperation},
booktitle = {2013 {IEEE} International Conference on Robotics and Automation, Karlsruhe,
Germany, May 6-10, 2013},
pages = {2153--2160},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICRA.2013.6630866},
doi = {10.1109/ICRA.2013.6630866},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/TrautmanMMK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GotovosCHK13,
author = {Alkis Gotovos and
Nathalie Casati and
Gregory Hitz and
Andreas Krause},
editor = {Francesca Rossi},
title = {Active Learning for Level Set Estimation},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1344--1350},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6707},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/GotovosCHK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/FaulknerLK13,
author = {Matthew Faulkner and
Annie H. Liu and
Andreas Krause},
editor = {Tarek F. Abdelzaher and
Kay R{\"{o}}mer and
Raj Rajkumar},
title = {A fresh perspective: learning to sparsify for detection in massive
noisy sensor networks},
booktitle = {The 12th International Conference on Information Processing in Sensor
Networks (co-located with {CPS} Week 2013), {IPSN} 2013, Philadelphia,
PA, USA, April 8-11, 2013},
pages = {7--18},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2461381.2461387},
doi = {10.1145/2461381.2461387},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/FaulknerLK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/Beinhofer0KB13,
author = {Maximilian Beinhofer and
J{\"{o}}rg M{\"{u}}ller and
Andreas Krause and
Wolfram Burgard},
title = {Robust landmark selection for mobile robot navigation},
booktitle = {2013 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2013, Tokyo, Japan, November 3-7, 2013},
pages = {3637--2643},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IROS.2013.6696728},
doi = {10.1109/IROS.2013.6696728},
timestamp = {Tue, 05 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/iros/Beinhofer0KB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DjolongaKC13,
author = {Josip Djolonga and
Andreas Krause and
Volkan Cevher},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {High-Dimensional Gaussian Process Bandits},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1025--1033},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/8d34201a5b85900908db6cae92723617-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DjolongaKC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MirzasoleimanKSK13,
author = {Baharan Mirzasoleiman and
Amin Karbasi and
Rik Sarkar and
Andreas Krause},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Distributed Submodular Maximization: Identifying Representative Elements
in Massive Data},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2049--2057},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/84d2004bf28a2095230e8e14993d398d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MirzasoleimanKSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semweb/KastenSA013,
author = {Andreas Kasten and
Ansgar Scherp and
Frederik Armknecht and
Matthias Krause},
editor = {Stefan Decker and
Jim Hendler and
Sabrina Kirrane},
title = {Towards Search on Encrypted Graph Data},
booktitle = {Proceedings of the Workshop on Society, Privacy and the Semantic Web
- Policy and Technology (PrivOn2013) co-located with the 12th International
Semantic Web Conference {(ISWC} 2013), Sydney, Australia, October
22, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1121},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1121/privon2013\_paper5.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:07 +0100},
biburl = {https://dblp.org/rec/conf/semweb/KastenSA013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/supercomputer/CarpeneKLCDFGKKMSSTAEFIRSV13,
author = {Michele Carpen{\`{e}} and
Iraklis A. Klampanos and
Siew Hoon Leong and
Emanuele Casarotti and
Peter Danecek and
Graziella Ferini and
Andr{\'{e}} Gem{\"{u}}nd and
Amrey Krause and
Lion Krischer and
Federica Magnoni and
Marek Simon and
Alessandro Spinuso and
Luca Trani and
Malcolm P. Atkinson and
Giovanni Erbacci and
Anton Frank and
Heiner Igel and
Andreas Rietbrock and
Horst Schwichtenberg and
Jean{-}Pierre Vilotte},
editor = {Julian M. Kunkel and
Thomas Ludwig and
Hans Werner Meuer},
title = {Towards Addressing CPU-Intensive Seismological Applications in Europe},
booktitle = {Supercomputing - 28th International Supercomputing Conference, {ISC}
2013, Leipzig, Germany, June 16-20, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7905},
pages = {55--66},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38750-0\_5},
doi = {10.1007/978-3-642-38750-0\_5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/supercomputer/CarpeneKLCDFGKKMSSTAEFIRSV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SinglaK13,
author = {Adish Singla and
Andreas Krause},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {Truthful incentives in crowdsourcing tasks using regret minimization
mechanisms},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {1167--1178},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488490},
doi = {10.1145/2488388.2488490},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/SinglaK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SinglaK13,
author = {Adish Singla and
Andreas Krause},
title = {Incentives for Privacy Tradeoff in Community Sensing},
journal = {CoRR},
volume = {abs/1308.4013},
year = {2013},
url = {http://arxiv.org/abs/1308.4013},
eprinttype = {arXiv},
eprint = {1308.4013},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SinglaK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-1903,
author = {Mario Paolucci and
Donald Kossmann and
Rosaria Conte and
Paul Lukowicz and
Panos Argyrakis and
Ann Blandford and
Giulia Bonelli and
Stuart Anderson and
Sara de Freitas and
Bruce Edmonds and
Nigel Gilbert and
Markus H. Gross and
J{\"{o}}rn Kohlhammer and
Petros Koumoutsakos and
Andreas Krause and
Bj{\"{o}}rn{-}Ola Linn{\'{e}}r and
Philipp Slusallek and
Olga Sorkine and
Robert W. Sumner and
Dirk Helbing},
title = {Towards a living earth simulator},
journal = {CoRR},
volume = {abs/1304.1903},
year = {2013},
url = {http://arxiv.org/abs/1304.1903},
eprinttype = {arXiv},
eprint = {1304.1903},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-1903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/insk/KrauseLHRS12,
author = {Beate Krause and
Hana Lerch and
Andreas Hotho and
Alexander Ro{\ss}nagel and
Gerd Stumme},
title = {Datenschutz im Web 2.0 am Beispiel des sozialen Tagging-Systems BibSonomy},
journal = {Inform. Spektrum},
volume = {35},
number = {1},
pages = {12--23},
year = {2012},
url = {https://doi.org/10.1007/s00287-010-0485-8},
doi = {10.1007/S00287-010-0485-8},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/insk/KrauseLHRS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/SrinivasKKS12,
author = {Niranjan Srinivas and
Andreas Krause and
Sham M. Kakade and
Matthias W. Seeger},
title = {Information-Theoretic Regret Bounds for Gaussian Process Optimization
in the Bandit Setting},
journal = {{IEEE} Trans. Inf. Theory},
volume = {58},
number = {5},
pages = {3250--3265},
year = {2012},
url = {https://doi.org/10.1109/TIT.2011.2182033},
doi = {10.1109/TIT.2011.2182033},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/SrinivasKKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Gomez-RodriguezLK12,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
Andreas Krause},
title = {Inferring Networks of Diffusion and Influence},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {5},
number = {4},
pages = {21:1--21:37},
year = {2012},
url = {https://doi.org/10.1145/2086737.2086741},
doi = {10.1145/2086737.2086741},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/Gomez-RodriguezLK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenCK12,
author = {Bo Chen and
Rui M. Castro and
Andreas Krause},
title = {Joint Optimization and Variable Selection of High-dimensional Gaussian
Processes},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/714.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenCK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DesautelsKB12,
author = {Thomas Desautels and
Andreas Krause and
Joel W. Burdick},
title = {Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process
Bandit Optimization},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/602.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/DesautelsKB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lctrts/ZuluagaKMP12,
author = {Marcela Zuluaga and
Andreas Krause and
Peter A. Milder and
Markus P{\"{u}}schel},
editor = {Reinhard Wilhelm and
Heiko Falk and
Wang Yi},
title = {"Smart" design space sampling to predict Pareto-optimal solutions},
booktitle = {{SIGPLAN/SIGBED} Conference on Languages, Compilers and Tools for
Embedded Systems 2012, {LCTES} '12, Beijing, China - June 12 - 13,
2012},
pages = {119--128},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2248418.2248436},
doi = {10.1145/2248418.2248436},
timestamp = {Thu, 24 Jun 2021 16:19:30 +0200},
biburl = {https://dblp.org/rec/conf/lctrts/ZuluagaKMP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wfcs/DennertGKWM12,
author = {Alexander Dennert and
Andreas G{\"{o}}ssling and
Jakob Krause and
Martin Wollschlaeger and
Ana Maria Henao Montoya},
editor = {Thomas Nolte and
Andreas Willig},
title = {Vertical data integration in automation based on {IEC} 61499},
booktitle = {9th {IEEE} International Workshop on Factory Communication Systems,
{WFCS} 2012, Lemgo, NRW, Germany, May 21-24, 2012},
pages = {99--102},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/WFCS.2012.6242551},
doi = {10.1109/WFCS.2012.6242551},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/wfcs/DennertGKWM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/StobbeK12,
author = {Peter Stobbe and
Andreas Krause},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Learning Fourier Sparse Set Functions},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {1125--1133},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/stobbe12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/StobbeK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-1394,
author = {Andreas Krause and
Carlos Guestrin},
title = {Near-optimal Nonmyopic Value of Information in Graphical Models},
journal = {CoRR},
volume = {abs/1207.1394},
year = {2012},
url = {http://arxiv.org/abs/1207.1394},
eprinttype = {arXiv},
eprint = {1207.1394},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-1394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dud/LerchBHRS11,
author = {Hana Lerch and
Beate Navarro Bullock and
Andreas Hotho and
Alexander Ro{\ss}nagel and
Gerd Stumme},
title = {Spam-Bek{\"{a}}mpfung im Web 2.0 - auch eine Frage des Datenschutzes
- Zur Auswahl von Spam-Erkennungsmerkmalen},
journal = {Datenschutz und Datensicherheit},
volume = {35},
number = {5},
pages = {358--362},
year = {2011},
url = {https://doi.org/10.1007/s11623-011-0087-x},
doi = {10.1007/S11623-011-0087-X},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dud/LerchBHRS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/Alexandrova-Kabadjova11,
author = {Biliana Alexandrova{-}Kabadjova and
Edward P. K. Tsang and
Andreas Krause},
title = {Market structure and information in payment card markets},
journal = {Int. J. Autom. Comput.},
volume = {8},
number = {3},
pages = {364},
year = {2011},
url = {https://doi.org/10.1007/s11633-011-0593-1},
doi = {10.1007/S11633-011-0593-1},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijautcomp/Alexandrova-Kabadjova11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isafm/LiK11,
author = {Xinyang Li and
Andreas Krause},
title = {An evolutionary multi-objective optimization of trading rules in call
markets},
journal = {Intell. Syst. Account. Finance Manag.},
volume = {18},
number = {1},
pages = {1--14},
year = {2011},
url = {https://doi.org/10.1002/isaf.320},
doi = {10.1002/ISAF.320},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isafm/LiK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jaciii/Alexandrova-KabadjovaTK11,
author = {Biliana Alexandrova{-}Kabadjova and
Edward P. K. Tsang and
Andreas Krause},
title = {Competition is Bad for Consumers: Analysis of an Artificial Payment
Card Market},
journal = {J. Adv. Comput. Intell. Intell. Informatics},
volume = {15},
number = {2},
pages = {188--196},
year = {2011},
url = {https://doi.org/10.20965/jaciii.2011.p0188},
doi = {10.20965/JACIII.2011.P0188},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jaciii/Alexandrova-KabadjovaTK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/GolovinK11,
author = {Daniel Golovin and
Andreas Krause},
title = {Adaptive Submodularity: Theory and Applications in Active Learning
and Stochastic Optimization},
journal = {J. Artif. Intell. Res.},
volume = {42},
pages = {427--486},
year = {2011},
url = {https://doi.org/10.1613/jair.3278},
doi = {10.1613/JAIR.3278},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/GolovinK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jilsa/Alexandrova-KabadjovaTK11,
author = {Biliana Alexandrova{-}Kabadjova and
Edward P. K. Tsang and
Andreas Krause},
title = {Profit-Maximizing Strategies for an Artificial Payment Card Market.
Is Learning Possible?},
journal = {J. Intell. Learn. Syst. Appl.},
volume = {3},
number = {2A},
pages = {70--81},
year = {2011},
url = {https://doi.org/10.4236/jilsa.2011.32009},
doi = {10.4236/JILSA.2011.32009},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jilsa/Alexandrova-KabadjovaTK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/CevherK11,
author = {Volkan Cevher and
Andreas Krause},
title = {Greedy Dictionary Selection for Sparse Representation},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {5},
number = {5},
pages = {979--988},
year = {2011},
url = {https://doi.org/10.1109/JSTSP.2011.2161862},
doi = {10.1109/JSTSP.2011.2161862},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/CevherK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/KrauseRGG11,
author = {Andreas Krause and
Ram Rajagopal and
Anupam Gupta and
Carlos Guestrin},
title = {Simultaneous Optimization of Sensor Placements and Balanced Schedules},
journal = {{IEEE} Trans. Autom. Control.},
volume = {56},
number = {10},
pages = {2390--2405},
year = {2011},
url = {https://doi.org/10.1109/TAC.2011.2164010},
doi = {10.1109/TAC.2011.2164010},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/KrauseRGG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/KrauseG11,
author = {Andreas Krause and
Carlos Guestrin},
title = {Submodularity and its applications in optimized information gathering},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {2},
number = {4},
pages = {32:1--32:20},
year = {2011},
url = {https://doi.org/10.1145/1989734.1989736},
doi = {10.1145/1989734.1989736},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/KrauseG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosn/KrauseGGK11,
author = {Andreas Krause and
Carlos Guestrin and
Anupam Gupta and
Jon M. Kleinberg},
title = {Robust sensor placements at informative and communication-efficient
locations},
journal = {{ACM} Trans. Sens. Networks},
volume = {7},
number = {4},
pages = {31:1--31:33},
year = {2011},
url = {https://doi.org/10.1145/1921621.1921625},
doi = {10.1145/1921621.1921625},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosn/KrauseGGK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GolovinKGCM11,
author = {Daniel Golovin and
Andreas Krause and
Beth Gardner and
Sarah J. Converse and
Steve Morey},
editor = {Wolfram Burgard and
Dan Roth},
title = {Dynamic Resource Allocation in Conservation Planning},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
publisher = {{AAAI} Press},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/AAAI/AAAI11/paper/view/3617},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GolovinKGCM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/Krause11,
author = {Andreas Krause},
title = {Performance of evolving trading strategies with different discount
factors},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2011, New Orleans, LA, USA, 5-8 June, 2011},
pages = {186--191},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CEC.2011.5949617},
doi = {10.1109/CEC.2011.5949617},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cec/Krause11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/HaslbeckPKPMB11,
author = {Andreas Haslbeck and
Severina Popova and
Michael Krause and
Katrina Pecot and
J{\"{u}}rgen Mayer and
Klaus Bengler},
editor = {Julie A. Jacko},
title = {Experimental Evaluations of Touch Interaction Considering Automotive
Requirements},
booktitle = {Human-Computer Interaction. Interaction Techniques and Environments
- 14th International Conference, {HCI} International 2011, Orlando,
FL, USA, July 9-14, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6762},
pages = {23--32},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21605-3\_3},
doi = {10.1007/978-3-642-21605-3\_3},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hci/HaslbeckPKPMB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KrauseRG11,
author = {Andreas Krause and
Alex Roper and
Daniel Golovin},
editor = {Toby Walsh},
title = {Randomized Sensing in Adversarial Environments},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2133--2139},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-356},
doi = {10.5591/978-1-57735-516-8/IJCAI11-356},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KrauseRG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iknow/BullockLRHS11,
author = {Beate Navarro Bullock and
Hana Lerch and
Alexander Ro{\ss}nagel and
Andreas Hotho and
Gerd Stumme},
editor = {Stefanie N. Lindstaedt and
Michael Granitzer},
title = {Privacy-aware spam detection in social bookmarking systems},
booktitle = {{I-KNOW} 2011, 11th International Conference on Knowledge Management
and Knowledge Technologies, Graz, Austria, September 7-9, 2011},
pages = {15},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2024288.2024306},
doi = {10.1145/2024288.2024306},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iknow/BullockLRHS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/FaulknerOCKCK11,
author = {Matthew Faulkner and
Michael Olson and
Rishi Chandy and
Jonathan Krause and
K. Mani Chandy and
Andreas Krause},
editor = {Xenofon D. Koutsoukos and
Koen Langendoen and
Gregory J. Pottie and
Vijay Raghunathan},
title = {The next big one: Detecting earthquakes and other rare events from
community-based sensors},
booktitle = {Proceedings of the 10th International Conference on Information Processing
in Sensor Networks, {IPSN} 2011, April 12-14, 2011, Chicago, IL, {USA}},
pages = {13--24},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/5779061/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/FaulknerOCKCK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/FaulknerOCKCK11a,
author = {Matthew Faulkner and
Michael Olson and
Rishi Chandy and
Jonathan Krause and
K. Mani Chandy and
Andreas Krause},
editor = {Xenofon D. Koutsoukos and
Koen Langendoen and
Gregory J. Pottie and
Vijay Raghunathan},
title = {Demo abstract, the next big one: Detecting earthquakes and other rare
events from community-based sensors},
booktitle = {Proceedings of the 10th International Conference on Information Processing
in Sensor Networks, {IPSN} 2011, April 12-14, 2011, Chicago, IL, {USA}},
pages = {121--122},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/5779075/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/FaulknerOCKCK11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FeldmanFK11,
author = {Dan Feldman and
Matthew Faulkner and
Andreas Krause},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Scalable Training of Mixture Models via Coresets},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2142--2150},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/2b6d65b9a9445c4271ab9076ead5605a-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FeldmanFK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GomesWKP11,
author = {Ryan Gomes and
Peter Welinder and
Andreas Krause and
Pietro Perona},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Crowdclustering},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {558--566},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/c86a7ee3d8ef0b551ed58e354a836f2b-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GomesWKP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrauseO11,
author = {Andreas Krause and
Cheng Soon Ong},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Contextual Gaussian Process Bandit Optimization},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {2447--2455},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/f3f1b7fc5a8779a9e618e1f23a7b7860-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KrauseO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/splc/TischerMMK11,
author = {Christian Tischer and
Andreas M{\"{u}}ller and
Thomas Mandl and
Ralph Krause},
editor = {Eduardo Santana de Almeida and
Tomoji Kishi and
Christa Schwanninger and
Isabel John and
Klaus Schmid},
title = {Experiences from a Large Scale Software Product Line Merger in the
Automotive Domain},
booktitle = {Software Product Lines - 15th International Conference, {SPLC} 2011,
Munich, Germany, August 22-26, 2011},
pages = {267--276},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/SPLC.2011.15},
doi = {10.1109/SPLC.2011.15},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/splc/TischerMMK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1101-4450,
author = {Daniel Golovin and
Andreas Krause},
title = {Adaptive Submodular Optimization under Matroid Constraints},
journal = {CoRR},
volume = {abs/1101.4450},
year = {2011},
url = {http://arxiv.org/abs/1101.4450},
eprinttype = {arXiv},
eprint = {1101.4450},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1101-4450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dbsk/BenzHJKS10,
author = {Dominik Benz and
Andreas Hotho and
Robert J{\"{a}}schke and
Beate Krause and
Gerd Stumme},
title = {Query Logs as Folksonomies},
journal = {Datenbank-Spektrum},
volume = {10},
number = {1},
pages = {15--24},
year = {2010},
url = {https://doi.org/10.1007/s13222-010-0004-8},
doi = {10.1007/S13222-010-0004-8},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dbsk/BenzHJKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hmd/HothoBEJKSS10,
author = {Andreas Hotho and
Dominik Benz and
Folke Eisterlehner and
Robert J{\"{a}}schke and
Beate Krause and
Christoph Schmitz and
Gerd Stumme},
title = {Publikationsmanagement mit BibSonomy - ein Social-Bookmarking-System
f{\"{u}}r Wissenschaftler},
journal = {{HMD} Prax. Wirtsch.},
volume = {271},
pages = {47--58},
year = {2010},
url = {http://www.dpunkt.de/hmdissues/271/05.php},
doi = {10.1007/BF03340437},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/hmd/HothoBEJKSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/KrauseH10,
author = {Andreas Krause and
Eric Horvitz},
title = {A Utility-Theoretic Approach to Privacy in Online Services},
journal = {J. Artif. Intell. Res.},
volume = {39},
pages = {633--662},
year = {2010},
url = {https://doi.org/10.1613/jair.3089},
doi = {10.1613/JAIR.3089},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/KrauseH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Krause10,
author = {Andreas Krause},
title = {{SFO:} {A} Toolbox for Submodular Function Optimization},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {1141--1144},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756044},
doi = {10.5555/1756006.1756044},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Krause10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/BenzHJKMSS10,
author = {Dominik Benz and
Andreas Hotho and
Robert J{\"{a}}schke and
Beate Krause and
Folke Mitzlaff and
Christoph Schmitz and
Gerd Stumme},
title = {The social bookmark and publication management system bibsonomy -
{A} platform for evaluating and demonstrating Web 2.0 research},
journal = {{VLDB} J.},
volume = {19},
number = {6},
pages = {849--875},
year = {2010},
url = {https://doi.org/10.1007/s00778-010-0208-4},
doi = {10.1007/S00778-010-0208-4},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/BenzHJKMSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GolovinK10,
author = {Daniel Golovin and
Andreas Krause},
editor = {Adam Tauman Kalai and
Mehryar Mohri},
title = {Adaptive Submodularity: {A} New Approach to Active Learning and Stochastic
Optimization},
booktitle = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel,
June 27-29, 2010},
pages = {333--345},
publisher = {Omnipress},
year = {2010},
url = {http://colt2010.haifa.il.ibm.com/papers/COLT2010proceedings.pdf\#page=341},
timestamp = {Tue, 25 Jan 2022 13:23:33 +0100},
biburl = {https://dblp.org/rec/conf/colt/GolovinK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hcomp/ArasKHM10,
author = {Hidir Aras and
Markus Krause and
Andreas Haller and
Rainer Malaka},
title = {Webpardy: harvesting {QA} by {HC}},
booktitle = {Proceedings of the {ACM} {SIGKDD} Workshop on Human Computation, {HCOMP}
'10, Washington DC, USA, July 25, 2010},
pages = {49--52},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1837885.1837900},
doi = {10.1145/1837885.1837900},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hcomp/ArasKHM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GomesK10,
author = {Ryan Gomes and
Andreas Krause},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Budgeted Nonparametric Learning from Data Streams},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {391--398},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/433.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GomesK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KrauseC10,
author = {Andreas Krause and
Volkan Cevher},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Submodular Dictionary Selection for Sparse Representation},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {567--574},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/366.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KrauseC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SrinivasKKS10,
author = {Niranjan Srinivas and
Andreas Krause and
Sham M. Kakade and
Matthias W. Seeger},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Gaussian Process Optimization in the Bandit Setting: No Regret and
Experimental Design},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1015--1022},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/422.pdf},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SrinivasKKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/BinneyKS10,
author = {Jonathan Binney and
Andreas Krause and
Gaurav S. Sukhatme},
title = {Informative path planning for an autonomous underwater vehicle},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2010, Anchorage, Alaska, USA, 3-7 May 2010},
pages = {4791--4796},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ROBOT.2010.5509714},
doi = {10.1109/ROBOT.2010.5509714},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/BinneyKS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/LiK10,
author = {Xinyang Li and
Andreas Krause},
editor = {Colin Fyfe and
Peter Ti{\~{n}}o and
Darryl Charles and
C{\'{e}}sar Ignacio Garc{\'{\i}}a{-}Osorio and
Hujun Yin},
title = {An Evolutionary Multi-objective Optimization of Market Structures
Using {PBIL}},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2010,
11th International Conference, Paisley, UK, September 1-3, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6283},
pages = {78--85},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15381-5\_10},
doi = {10.1007/978-3-642-15381-5\_10},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ideal/LiK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/GolovinFK10,
author = {Daniel Golovin and
Matthew Faulkner and
Andreas Krause},
editor = {Tarek F. Abdelzaher and
Thiemo Voigt and
Adam Wolisz},
title = {Online distributed sensor selection},
booktitle = {Proceedings of the 9th International Conference on Information Processing
in Sensor Networks, {IPSN} 2010, April 12-16, 2010, Stockholm, Sweden},
pages = {220--231},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1791212.1791239},
doi = {10.1145/1791212.1791239},
timestamp = {Tue, 06 Nov 2018 16:59:08 +0100},
biburl = {https://dblp.org/rec/conf/ipsn/GolovinFK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/TrautmanK10,
author = {Peter Trautman and
Andreas Krause},
title = {Unfreezing the robot: Navigation in dense, interacting crowds},
booktitle = {2010 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, October 18-22, 2010, Taipei, Taiwan},
pages = {797--803},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IROS.2010.5654369},
doi = {10.1109/IROS.2010.5654369},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/TrautmanK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Gomez-RodriguezLK10,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
Andreas Krause},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Inferring networks of diffusion and influence},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {1019--1028},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835933},
doi = {10.1145/1835804.1835933},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Gomez-RodriguezLK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GolovinKR10,
author = {Daniel Golovin and
Andreas Krause and
Debajyoti Ray},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Near-Optimal Bayesian Active Learning with Noisy Observations},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {766--774},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/1e6e0a04d20f50967c64dac2d639a577-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GolovinKR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GomesKP10,
author = {Ryan Gomes and
Andreas Krause and
Pietro Perona},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Discriminative Clustering by Regularized Information Maximization},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {775--783},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/42998cf32d552343bc8e460416382dca-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GomesKP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StobbeK10,
author = {Peter Stobbe and
Andreas Krause},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Efficient Minimization of Decomposable Submodular Functions},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {2208--2216},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/6ea2ef7311b482724a9b7b0bc0dd85c6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/StobbeK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1002-1782,
author = {Daniel Golovin and
Matthew Faulkner and
Andreas Krause},
title = {Online Distributed Sensor Selection},
journal = {CoRR},
volume = {abs/1002.1782},
year = {2010},
url = {http://arxiv.org/abs/1002.1782},
eprinttype = {arXiv},
eprint = {1002.1782},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1002-1782.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-3967,
author = {Daniel Golovin and
Andreas Krause},
title = {Adaptive Submodularity: {A} New Approach to Active Learning and Stochastic
Optimization},
journal = {CoRR},
volume = {abs/1003.3967},
year = {2010},
url = {http://arxiv.org/abs/1003.3967},
eprinttype = {arXiv},
eprint = {1003.3967},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-3967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-0234,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
Andreas Krause},
title = {Inferring Networks of Diffusion and Influence},
journal = {CoRR},
volume = {abs/1006.0234},
year = {2010},
url = {http://arxiv.org/abs/1006.0234},
eprinttype = {arXiv},
eprint = {1006.0234},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-0234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-3091,
author = {Daniel Golovin and
Andreas Krause and
Debajyoti Ray},
title = {Near-Optimal Bayesian Active Learning with Noisy Observations},
journal = {CoRR},
volume = {abs/1010.3091},
year = {2010},
url = {http://arxiv.org/abs/1010.3091},
eprinttype = {arXiv},
eprint = {1010.3091},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-3091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-5511,
author = {Peter Stobbe and
Andreas Krause},
title = {Efficient Minimization of Decomposable Submodular Functions},
journal = {CoRR},
volume = {abs/1010.5511},
year = {2010},
url = {http://arxiv.org/abs/1010.5511},
eprinttype = {arXiv},
eprint = {1010.5511},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1010-5511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/KrauseG09,
author = {Andreas Krause and
Carlos Guestrin},
title = {Optimizing Sensing: From Water to the Web},
journal = {Computer},
volume = {42},
number = {8},
pages = {38--45},
year = {2009},
url = {https://doi.org/10.1109/MC.2009.265},
doi = {10.1109/MC.2009.265},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/KrauseG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/KrauseG09,
author = {Andreas Krause and
Carlos Guestrin},
title = {Optimal Value of Information in Graphical Models},
journal = {J. Artif. Intell. Res.},
volume = {35},
pages = {557--591},
year = {2009},
url = {https://doi.org/10.1613/jair.2737},
doi = {10.1613/JAIR.2737},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/KrauseG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/SinghKGK09,
author = {Amarjeet Singh and
Andreas Krause and
Carlos Guestrin and
William J. Kaiser},
title = {Efficient Informative Sensing using Multiple Robots},
journal = {J. Artif. Intell. Res.},
volume = {34},
pages = {707--755},
year = {2009},
url = {https://doi.org/10.1613/jair.2674},
doi = {10.1613/JAIR.2674},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/SinghKGK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/Krause09,
author = {Andreas Krause},
title = {Learning and Herding Using Case-Based Decisions With Local Interactions},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {39},
number = {3},
pages = {662--669},
year = {2009},
url = {https://doi.org/10.1109/TSMCA.2009.2014542},
doi = {10.1109/TSMCA.2009.2014542},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/Krause09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/BeckerNK09,
author = {J{\"{o}}rg Becker and
Bj{\"{o}}rn Niehaves and
Andreas Krause},
editor = {Robert C. Nickerson and
Ramesh Sharda},
title = {Shared Services Strategies and Their Determinants: {A} Multiple Case
Study Analysis in the Public Sector},
booktitle = {Proceedings of the 15th Americas Conference on Information Systems,
{AMCIS} 2009, San Francisco, California, USA, August 6-9, 2009},
pages = {14},
publisher = {Association for Information Systems},
year = {2009},
url = {http://aisel.aisnet.org/amcis2009/14},
timestamp = {Thu, 22 Feb 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/amcis/BeckerNK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/egov/BeckerNK09,
author = {J{\"{o}}rg Becker and
Bj{\"{o}}rn Niehaves and
Andreas Krause},
editor = {Maria A. Wimmer and
Hans Jochen Scholl and
Marijn Janssen and
Roland Traunm{\"{u}}ller},
title = {Shared Service Center vs. Shared Service Network: {A} Multiple Case
Study Analysis of Factors Impacting on Shared Service Configurations},
booktitle = {Electronic Government, 8th International Conference, {EGOV} 2009,
Linz, Austria, August 31 - September 3, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5693},
pages = {115--126},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03516-6\_10},
doi = {10.1007/978-3-642-03516-6\_10},
timestamp = {Fri, 08 Sep 2023 14:38:12 +0200},
biburl = {https://dblp.org/rec/conf/egov/BeckerNK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/BenzEHJKS09,
author = {Dominik Benz and
Folke Eisterlehner and
Andreas Hotho and
Robert J{\"{a}}schke and
Beate Krause and
Gerd Stumme},
editor = {Ciro Cattuto and
Giancarlo Ruffo and
Filippo Menczer},
title = {Managing publications and bookmarks with BibSonomy},
booktitle = {{HYPERTEXT} 2009, Proceedings of the 20th {ACM} Conference on Hypertext
and Hypermedia, Torino, Italy, June 29 - July 1, 2009},
pages = {323--324},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557914.1557969},
doi = {10.1145/1557914.1557969},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ht/BenzEHJKS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Krause09,
author = {Andreas Krause},
editor = {Emilio Corchado and
Hujun Yin},
title = {Evaluating the Performance of Adapting Trading Strategies with Different
Memory Lengths},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2009,
10th International Conference, Burgos, Spain, September 23-26, 2009.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5788},
pages = {711--718},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04394-9\_87},
doi = {10.1007/978-3-642-04394-9\_87},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/ideal/Krause09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/LiK09,
author = {Xinyang Li and
Andreas Krause},
editor = {Emilio Corchado and
Hujun Yin},
title = {A Comparison of Market Structures with Near-Zero-Intelligence Traders},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2009,
10th International Conference, Burgos, Spain, September 23-26, 2009.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5788},
pages = {703--710},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04394-9\_86},
doi = {10.1007/978-3-642-04394-9\_86},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/LiK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SinghKK09,
author = {Amarjeet Singh and
Andreas Krause and
William J. Kaiser},
editor = {Craig Boutilier},
title = {Nonmyopic Adaptive Informative Path Planning for Multiple Robots},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1843--1850},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/306.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SinghKK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/KrauseRGG09,
author = {Andreas Krause and
Ram Rajagopal and
Anupam Gupta and
Carlos Guestrin},
title = {Simultaneous placement and scheduling of sensors},
booktitle = {Proceedings of the 8th International Conference on Information Processing
in Sensor Networks, {IPSN} 2009, April 13-16, 2009, San Francisco,
California, {USA}},
pages = {181--192},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://ieeexplore.ieee.org/document/5211932/},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/KrauseRGG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StreeterGK09,
author = {Matthew J. Streeter and
Daniel Golovin and
Andreas Krause},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Online Learning of Assignments},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1794--1802},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/e0c641195b27425bb056ac56f8953d24-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/StreeterGK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/xmedia/HothoJBGKSS09,
author = {Andreas Hotho and
Robert J{\"{a}}schke and
Dominik Benz and
Miranda Grahl and
Beate Krause and
Christoph Schmitz and
Gerd Stumme},
editor = {Andreas Blumauer and
Tassilo Pellegrini},
title = {Social Bookmarking am Beispiel BibSonomy},
booktitle = {Social Semantic Web: Web 2.0 - Was nun?},
series = {X.media.press},
pages = {363--391},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-540-72216-8\_18},
doi = {10.1007/978-3-540-72216-8\_18},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/xmedia/HothoJBGKSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0908-0772,
author = {Daniel Golovin and
Andreas Krause and
Matthew J. Streeter},
title = {Online Learning of Assignments that Maximize Submodular Functions},
journal = {CoRR},
volume = {abs/0908.0772},
year = {2009},
url = {http://arxiv.org/abs/0908.0772},
eprinttype = {arXiv},
eprint = {0908.0772},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0908-0772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0912-3995,
author = {Niranjan Srinivas and
Andreas Krause and
Sham M. Kakade and
Matthias W. Seeger},
title = {Gaussian Process Bandits without Regret: An Experimental Design Approach},
journal = {CoRR},
volume = {abs/0912.3995},
year = {2009},
url = {http://arxiv.org/abs/0912.3995},
eprinttype = {arXiv},
eprint = {0912.3995},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0912-3995.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KrauseSG08,
author = {Andreas Krause and
Ajit Paul Singh and
Carlos Guestrin},
title = {Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient
Algorithms and Empirical Studies},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {235--284},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1390689},
doi = {10.5555/1390681.1390689},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KrauseSG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KrauseH08,
author = {Andreas Krause and
Eric Horvitz},
editor = {Dieter Fox and
Carla P. Gomes},
title = {A Utility-Theoretic Approach to Privacy and Personalization},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {1181--1188},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-187.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KrauseH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/airweb/KrauseSHS08,
author = {Beate Krause and
Christoph Schmitz and
Andreas Hotho and
Gerd Stumme},
editor = {Carlos Castillo and
Kumar Chellapilla and
Dennis Fetterly},
title = {The anti-social tagger: detecting spam in social bookmarking systems},
booktitle = {AIRWeb 2008, Fourth International Workshop on Adversarial Information
Retrieval on the Web, Beijing, China, April 22, 2008},
series = {{ACM} International Conference Proceeding Series},
pages = {61--68},
year = {2008},
url = {https://doi.org/10.1145/1451983.1451998},
doi = {10.1145/1451983.1451998},
timestamp = {Mon, 14 Feb 2022 15:02:37 +0100},
biburl = {https://dblp.org/rec/conf/airweb/KrauseSHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/KrauseHS08,
author = {Beate Krause and
Andreas Hotho and
Gerd Stumme},
editor = {Craig Macdonald and
Iadh Ounis and
Vassilis Plachouras and
Ian Ruthven and
Ryen W. White},
title = {A Comparison of Social Bookmarking with Traditional Search},
booktitle = {Advances in Information Retrieval , 30th European Conference on {IR}
Research, {ECIR} 2008, Glasgow, UK, March 30-April 3, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4956},
pages = {101--113},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-78646-7\_12},
doi = {10.1007/978-3-540-78646-7\_12},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/ecir/KrauseHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/KrauseJHS08,
author = {Beate Krause and
Robert J{\"{a}}schke and
Andreas Hotho and
Gerd Stumme},
editor = {Peter Brusilovsky and
Hugh C. Davis},
title = {Logsonomy - social information retrieval with logdata},
booktitle = {{HYPERTEXT} 2008, Proceedings of the 19th {ACM} Conference on Hypertext
and Hypermedia, Pittsburgh, PA, USA, June 19-21, 2008},
pages = {157--166},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1379092.1379123},
doi = {10.1145/1379092.1379123},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ht/KrauseJHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/JaschkeKHS08,
author = {Robert J{\"{a}}schke and
Beate Krause and
Andreas Hotho and
Gerd Stumme},
editor = {Eytan Adar and
Matthew Hurst and
Tim Finin and
Natalie S. Glance and
Nicolas Nicolov and
Belle L. Tseng},
title = {Logsonomy: {A} Search Engine Folksonomy},
booktitle = {Proceedings of the Second International Conference on Weblogs and
Social Media, {ICWSM} 2008, Seattle, Washington, USA, March 30 - April
2, 2008},
publisher = {The {AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/ICWSM/2008/icwsm08-039.php},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/JaschkeKHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/KrauseHKZ08,
author = {Andreas Krause and
Eric Horvitz and
Aman Kansal and
Feng Zhao},
title = {Toward Community Sensing},
booktitle = {Proceedings of the 7th International Conference on Information Processing
in Sensor Networks, {IPSN} 2008, St. Louis, Missouri, USA, April 22-24,
2008},
pages = {481--492},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/IPSN.2008.37},
doi = {10.1109/IPSN.2008.37},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipsn/KrauseHKZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lwa/KrauseSHS08,
author = {Beate Krause and
Christoph Schmitz and
Andreas Hotho and
Gerd Stumme},
editor = {Joachim Baumeister and
Martin Atzm{\"{u}}ller},
title = {The Anti-Social Tagger - Detecting Spam in Social Bookmarking Systems},
booktitle = {{LWA} 2008 - Workshop-Woche: Lernen, Wissen {\&} Adaptivit{\"{a}}t,
W{\"{u}}rzburg, Deutschland, 6.-8. Oktober 2008, Proceedings},
series = {Technical Report},
volume = {448},
pages = {61--68},
publisher = {Department of Computer Science, University of W{\"{u}}rzburg,
Germany},
year = {2008},
timestamp = {Thu, 05 Jul 2018 07:57:13 +0200},
biburl = {https://dblp.org/rec/conf/lwa/KrauseSHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/Alexandrova-KabadjovaTK08,
author = {Biliana Alexandrova{-}Kabadjova and
Edward P. K. Tsang and
Andreas Krause},
editor = {Anthony Brabazon and
Michael O'Neill},
title = {Evolutionary Learning of the Optimal Pricing Strategy in an Artificial
Payment Card Market},
booktitle = {Natural Computing in Computational Finance},
series = {Studies in Computational Intelligence},
volume = {100},
pages = {233--251},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-77477-8\_13},
doi = {10.1007/978-3-540-77477-8\_13},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/Alexandrova-KabadjovaTK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KrauseG07,
author = {Andreas Krause and
Carlos Guestrin},
title = {Near-optimal Observation Selection using Submodular Functions},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {1650--1654},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-265.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KrauseG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MeliouKGH07,
author = {Alexandra Meliou and
Andreas Krause and
Carlos Guestrin and
Joseph M. Hellerstein},
title = {Nonmyopic Informative Path Planning in Spatio-Temporal Models},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {602--607},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-095.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MeliouKGH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KrauseG07,
author = {Andreas Krause and
Carlos Guestrin},
editor = {Zoubin Ghahramani},
title = {Nonmyopic active learning of Gaussian processes: an exploration-exploitation
approach},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {449--456},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273553},
doi = {10.1145/1273496.1273553},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/KrauseG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideal/Alexandrova-KabadjovaKT07,
author = {Biliana Alexandrova{-}Kabadjova and
Andreas Krause and
Edward P. K. Tsang},
editor = {Hujun Yin and
Peter Ti{\~{n}}o and
Emilio Corchado and
William Byrne and
Xin Yao},
title = {An Agent-Based Model of Interactions in the Payment Card Market},
booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2007,
8th International Conference, Birmingham, UK, December 16-19, 2007,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4881},
pages = {1063--1072},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77226-2\_106},
doi = {10.1007/978-3-540-77226-2\_106},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideal/Alexandrova-KabadjovaKT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SinghKGKB07,
author = {Amarjeet Singh and
Andreas Krause and
Carlos Guestrin and
William J. Kaiser and
Maxim A. Batalin},
editor = {Manuela M. Veloso},
title = {Efficient Planning of Informative Paths for Multiple Robots},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {2204--2211},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/355.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SinghKGKB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeskovecKGFVG07,
author = {Jure Leskovec and
Andreas Krause and
Carlos Guestrin and
Christos Faloutsos and
Jeanne M. VanBriesen and
Natalie S. Glance},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Cost-effective outbreak detection in networks},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {420--429},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281239},
doi = {10.1145/1281192.1281239},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LeskovecKGFVG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KrauseMGG07,
author = {Andreas Krause and
H. Brendan McMahan and
Carlos Guestrin and
Anupam Gupta},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Selecting Observations against Adversarial Objectives},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {777--784},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/eae27d77ca20db309e056e3d2dcd7d69-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KrauseMGG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uist/MutluKFGH07,
author = {Bilge Mutlu and
Andreas Krause and
Jodi Forlizzi and
Carlos Guestrin and
Jessica K. Hodgins},
editor = {Chia Shen and
Robert J. K. Jacob and
Ravin Balakrishnan},
title = {Robust, low-cost, non-intrusive sensing and recognition of seated
postures},
booktitle = {Proceedings of the 20th Annual {ACM} Symposium on User Interface Software
and Technology, Newport, Rhode Island, USA, October 7-10, 2007},
pages = {149--158},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1294211.1294237},
doi = {10.1145/1294211.1294237},
timestamp = {Tue, 06 Nov 2018 16:58:06 +0100},
biburl = {https://dblp.org/rec/conf/uist/MutluKFGH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/JaschkeGHKSS07,
author = {Robert J{\"{a}}schke and
Miranda Grahl and
Andreas Hotho and
Beate Krause and
Christoph Schmitz and
Gerd Stumme},
editor = {Natalya Fridman Noy and
Harith Alani and
Gerd Stumme and
Peter Mika and
York Sure and
Denny Vrandecic},
title = {Organizing Publications and Bookmarks in BibSonomy},
booktitle = {Proceedings of the Workshop on Social and Collaborative Construction
of Structured Knowledge {(CKC} 2007) at the 16th International World
Wide Web Conference {(WWW2007)} Banff, Canada, May 8, 2007},
series = {{CEUR} Workshop Proceedings},
volume = {273},
publisher = {CEUR-WS.org},
year = {2007},
url = {https://ceur-ws.org/Vol-273/paper\_25.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:23 +0100},
biburl = {https://dblp.org/rec/conf/www/JaschkeGHKSS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmc/KrauseSS06,
author = {Andreas Krause and
Asim Smailagic and
Daniel P. Siewiorek},
title = {Context-Aware Mobile Computing: Learning Context-Dependent Personal
Preferences from a Wearable Sensor Array},
journal = {{IEEE} Trans. Mob. Comput.},
volume = {5},
number = {2},
pages = {113--127},
year = {2006},
url = {https://doi.org/10.1109/TMC.2006.18},
doi = {10.1109/TMC.2006.18},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmc/KrauseSS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KrauseLG06,
author = {Andreas Krause and
Jure Leskovec and
Carlos Guestrin},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Data association for topic intensity tracking},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {497--504},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143907},
doi = {10.1145/1143844.1143907},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/KrauseLG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/KrauseGGK06,
author = {Andreas Krause and
Carlos Guestrin and
Anupam Gupta and
Jon M. Kleinberg},
editor = {John A. Stankovic and
Phillip B. Gibbons and
Stephen B. Wicker and
Joseph A. Paradiso},
title = {Near-optimal sensor placements: maximizing information while minimizing
communication cost},
booktitle = {Proceedings of the Fifth International Conference on Information Processing
in Sensor Networks, {IPSN} 2006, Nashville, Tennessee, USA, April
19-21, 2006},
pages = {2--10},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1127777.1127782},
doi = {10.1145/1127777.1127782},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/KrauseGGK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sicherheit/DiedrichKF06,
author = {Christian Diedrich and
Jan Krause and
Andreas Franke},
editor = {Jana Dittmann},
title = {{UML} based software development under safety constraints},
booktitle = {Sicherheit 2006: Sicherheit - Schutz und Zuverl{\"{a}}ssigkeit,
Beitr{\"{a}}ge der 3. Jahrestagung des Fachbereichs Sicherheit
der Gesellschaft f{\"{u}}r Informatik e.v. (GI), 20.-22. Februar
2006 in Magdeburg},
series = {{LNI}},
volume = {{P-77}},
pages = {361--368},
publisher = {{GI}},
year = {2006},
url = {https://dl.gi.de/handle/20.500.12116/24795},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sicherheit/DiedrichKF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LarionovKM05,
author = {Alexey Larionov and
Andreas Krause and
William Miller},
title = {A standard curve based method for relative real time {PCR} data processing},
journal = {{BMC} Bioinform.},
volume = {6},
pages = {62},
year = {2005},
url = {https://doi.org/10.1186/1471-2105-6-62},
doi = {10.1186/1471-2105-6-62},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/LarionovKM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nar/GoesmannLBDKNOPWM05,
author = {Alexander Goesmann and
Burkhard Linke and
Daniela Bartels and
Michael Dondrup and
Lutz Krause and
Heiko Neuweger and
Sebastian Oehm and
Tobias Paczian and
Andreas Wilke and
Folker Meyer},
title = {{BRIGEP} - the BRIDGE-based genome-transcriptome-proteome browser},
journal = {Nucleic Acids Res.},
volume = {33},
number = {Web-Server-Issue},
pages = {710--716},
year = {2005},
url = {https://doi.org/10.1093/nar/gki400},
doi = {10.1093/NAR/GKI400},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nar/GoesmannLBDKNOPWM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuestrinKS05,
author = {Carlos Guestrin and
Andreas Krause and
Ajit Paul Singh},
editor = {Luc De Raedt and
Stefan Wrobel},
title = {Near-optimal sensor placements in Gaussian processes},
booktitle = {Machine Learning, Proceedings of the Twenty-Second International Conference
{(ICML} 2005), Bonn, Germany, August 7-11, 2005},
series = {{ACM} International Conference Proceeding Series},
volume = {119},
pages = {265--272},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1102351.1102385},
doi = {10.1145/1102351.1102385},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/GuestrinKS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KrauseG05,
author = {Andreas Krause and
Carlos Guestrin},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Optimal Nonmyopic Value of Information in Graphical Models - Efficient
Algorithms and Theoretical Limits},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {1339--1345},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1154.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KrauseG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iswc/KrauseIRLGSSDS05,
author = {Andreas Krause and
Matthias Ihmig and
Edward Rankin and
Derek Leong and
Smriti Gupta and
Daniel P. Siewiorek and
Asim Smailagic and
Michael Deisher and
Uttam Sengupta},
title = {Trading off Prediction Accuracy and Power Consumption for Context-Aware
Wearable Computing},
booktitle = {Ninth {IEEE} International Symposium on Wearable Computers {(ISWC}
2005), 18-21 October 2005, Osaka, Japan},
pages = {20--26},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ISWC.2005.52},
doi = {10.1109/ISWC.2005.52},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iswc/KrauseIRLGSSDS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/SinghviKGGM05,
author = {Vipul Singhvi and
Andreas Krause and
Carlos Guestrin and
James H. Garrett Jr. and
H. Scott Matthews},
editor = {Jason Redi and
Hari Balakrishnan and
Feng Zhao},
title = {Intelligent light control using sensor networks},
booktitle = {Proceedings of the 3rd International Conference on Embedded Networked
Sensor Systems, SenSys 2005, San Diego, California, USA, November
2-4, 2005},
pages = {218--229},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1098918.1098942},
doi = {10.1145/1098918.1098942},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sensys/SinghviKGGM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/KrauseG05,
author = {Andreas Krause and
Carlos Guestrin},
title = {Near-optimal Nonmyopic Value of Information in Graphical Models},
booktitle = {{UAI} '05, Proceedings of the 21st Conference in Uncertainty in Artificial
Intelligence, Edinburgh, Scotland, July 26-29, 2005},
pages = {324--331},
publisher = {{AUAI} Press},
year = {2005},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=1238\&proceeding\_id=21},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/KrauseG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/complexity/Krause04,
author = {Andreas Krause},
title = {Predicting crashes in a model of evolving networks},
journal = {Complex.},
volume = {9},
number = {4},
pages = {24--30},
year = {2004},
url = {https://doi.org/10.1002/cplx.20017},
doi = {10.1002/CPLX.20017},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/complexity/Krause04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/MeierKKB04,
author = {Harald Meier and
Andreas Krause and
Markus Kr{\"{a}}utner and
Arndt Bode},
title = {Development and implementation of a parallel algorithm for the fast
design of oligonucleotide probe sets for diagnostic {DNA} microarrays},
journal = {Concurr. Pract. Exp.},
volume = {16},
number = {9},
pages = {873--893},
year = {2004},
url = {https://doi.org/10.1002/cpe.811},
doi = {10.1002/CPE.811},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/MeierKKB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/KrauseHTSGM04,
author = {Andreas Krause and
Dominik Hartl and
Fabian J. Theis and
Manfred Stangl and
Klaus{-}E. Gerauer and
Alexander T. Mehlhorn},
title = {Mobile decision support for transplantation patient data},
journal = {Int. J. Medical Informatics},
volume = {73},
number = {5},
pages = {461--464},
year = {2004},
url = {https://doi.org/10.1016/j.ijmedinf.2004.04.003},
doi = {10.1016/J.IJMEDINF.2004.04.003},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/KrauseHTSGM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hips/ForkertKKS04,
author = {Tomas Forkert and
Guy K. Kloss and
Christian Krause and
Andreas Schreiber},
title = {Techniques for Wrapping Scientific Applications to {CORBA} Components},
booktitle = {9th International Workshop on High-Level Programming Models and Supportive
Environments {(HIPS} 2004), 26 April 2004, Santa Fe, NM, {USA}},
pages = {100--108},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/HIPS.2004.1299195},
doi = {10.1109/HIPS.2004.1299195},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hips/ForkertKKS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/SenstSKAM04,
author = {Andreas Senst and
Peter Schulz{-}Rittich and
Ulrich Krause and
Gerd Ascheid and
Heinrich Meyr},
title = {Random beamforming in correlated {MISO} channels for multiuser systems},
booktitle = {Proceedings of {IEEE} International Conference on Communications,
{ICC} 2004, Paris, France, 20-24 June 2004},
pages = {2909--2913},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICC.2004.1313061},
doi = {10.1109/ICC.2004.1313061},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/icc/SenstSKAM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/SchwaighoferTMKBRMMS03,
author = {Anton Schwaighofer and
Volker Tresp and
Peter Mayer and
Andreas Krause and
J{\"{u}}rgen Beuthan and
Helmut Rost and
Georg Metzger and
Gerhard A. M{\"{u}}ller and
Alexander K. Scheel},
title = {Classification of rheumatoid joint inflammation based on laser imaging},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {50},
number = {3},
pages = {375--382},
year = {2003},
url = {https://doi.org/10.1109/TBME.2003.808827},
doi = {10.1109/TBME.2003.808827},
timestamp = {Wed, 18 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbe/SchwaighoferTMKBRMMS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/KrauseKM03,
author = {Andreas Krause and
Markus Kr{\"{a}}utner and
Harald Meier},
title = {Accurate Method for Fast Design of Diagnostic Oligonucleotide Probe
Sets for {DNA} Microarrays},
booktitle = {17th International Parallel and Distributed Processing Symposium {(IPDPS}
2003), 22-26 April 2003, Nice, France, CD-ROM/Abstracts Proceedings},
pages = {154},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/IPDPS.2003.1213289},
doi = {10.1109/IPDPS.2003.1213289},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/KrauseKM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iswc/KrauseSSF03,
author = {Andreas Krause and
Daniel P. Siewiorek and
Asim Smailagic and
Jonny Farringdon},
title = {Unsupervised, Dynamic Identification of Physiological and Activity
Context in Wearable Computing},
booktitle = {7th International Symposium on Wearable Computers {(ISWC} 2003), 21-23
October 2003, White Plains, NY, {USA}},
pages = {88--97},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ISWC.2003.1241398},
doi = {10.1109/ISWC.2003.1241398},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iswc/KrauseSSF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iswc/SiewiorekSFKMRSW03,
author = {Daniel P. Siewiorek and
Asim Smailagic and
Junichi Furukawa and
Andreas Krause and
Neema Moraveji and
Kathryn Reiger and
Jeremy Shaffer and
Fei Lung Wong},
title = {SenSay: {A} Context-Aware Mobile Phone},
booktitle = {7th International Symposium on Wearable Computers {(ISWC} 2003), 21-23
October 2003, White Plains, NY, {USA}},
pages = {248--249},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ISWC.2003.1241422},
doi = {10.1109/ISWC.2003.1241422},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iswc/SiewiorekSFKMRSW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mocomed/HeissKMRPFGH03,
author = {K. Heiss and
Andreas Krause and
Alexander T. Mehlhorn and
V. Riedl and
S. Preis and
K. Feike and
L. Greiner and
Dominik Hartl},
editor = {Michael Kroll and
Hans{-}Gerd Lipinski and
Kay Melzer},
title = {Mobile wireless acess to {EHR} and {PACS} in clinical practice},
booktitle = {Mobiles Computing in der Medizin, 2. Workshop der Projektgruppe Mobiles
Computing in der Medizin (MoCoMed) GMDS-Fachbereich Medizinische Informatik,
GI-Fachausschuss 4.7, 9. April 2003, Dortmund},
series = {{LNI}},
volume = {{P-27}},
pages = {109--113},
publisher = {{GI}},
year = {2003},
url = {https://dl.gi.de/handle/20.500.12116/30032},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mocomed/HeissKMRPFGH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mocomed/KrauseMHRPFGGS03,
author = {Andreas Krause and
Alexander T. Mehlhorn and
Dominik Hartl and
V. Riedl and
S. Preis and
K. Feike and
L. Greiner and
Klaus{-}E. Gerauer and
Manfred Stangl},
editor = {Michael Kroll and
Hans{-}Gerd Lipinski and
Kay Melzer},
title = {PDA-based decision support and documentation for transplantation surgery
data},
booktitle = {Mobiles Computing in der Medizin, 2. Workshop der Projektgruppe Mobiles
Computing in der Medizin (MoCoMed) GMDS-Fachbereich Medizinische Informatik,
GI-Fachausschuss 4.7, 9. April 2003, Dortmund},
series = {{LNI}},
volume = {{P-27}},
pages = {47--51},
publisher = {{GI}},
year = {2003},
url = {https://dl.gi.de/handle/20.500.12116/30043},
timestamp = {Tue, 04 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mocomed/KrauseMHRPFGGS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/arcs/FinkKE99,
author = {Torsten Fink and
Andreas Krause and
Werner Erhard},
editor = {Clemens H. Cap and
Werner Erhard and
Wolfgang Koch},
title = {Einflu{\ss} von Sicherheitsanforderungen auf die Kommunikationsleistung
im Metacomputing-System Amica},
booktitle = {Architektur von Rechensystemen, Systemarchitektur auf dem Weg ins
3. Jahrtausend: Neue Strukturen, Konzepte, Verfahren und Bewertungsmethoden
- Vortr{\"{a}}ge der 15. GI/ITG-Fachtagung {ARCS} '99 und der
APS'99 (Arbeitsplatzrechensysteme), 4.-7. Oktober 1999, Jena, Germany},
pages = {45--54},
publisher = {{VDE} Verlag},
year = {1999},
timestamp = {Wed, 07 Jan 2015 15:38:14 +0100},
biburl = {https://dblp.org/rec/conf/arcs/FinkKE99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bildmed/KellerBKRN96,
author = {Andreas Keller and
Thomas Baehring and
H. Krause and
H. Richter and
V. Natchkova},
editor = {Thomas Martin Lehmann and
Ingrid Scholl and
Klaus Spitzer},
title = {Videodensitometrische und Videotopometrische Messungen in R{\"{o}}ntgenbildern},
booktitle = {Bildverarbeitung f{\"{u}}r die Medizin: Algorithmen, Systeme,
Anwendungen, Proceedings des Aachener Workshops am 8. und 9. November
1996},
series = {{CEUR} Workshop Proceedings},
volume = {6},
publisher = {CEUR-WS.org},
year = {1996},
url = {https://ceur-ws.org/Vol-6/WG\_006.ps},
timestamp = {Fri, 10 Mar 2023 16:22:11 +0100},
biburl = {https://dblp.org/rec/conf/bildmed/KellerBKRN96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/euromicro/RauscherK96,
author = {Reinhard Rauscher and
Andreas Krause},
title = {A System for Heuristic Modifications on {PLA} - Specifications},
booktitle = {22rd {EUROMICRO} Conference '96, Beyond 2000: Hardware and Software
Design Strategies, September 2-5, 1996, Prague, Czech Republic},
pages = {267--274},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/EURMIC.1996.546391},
doi = {10.1109/EURMIC.1996.546391},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/euromicro/RauscherK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/btw/BillKR93,
author = {Ralf Bill and
Marko Krause and
Andreas Reuter},
editor = {Wolffried Stucky and
Andreas Oberweis},
title = {Regelgest{\"{u}}tzte Generalisierung von Geb{\"{a}}udegrundrissen
in geographischen Datenbanken},
booktitle = {Datenbanksysteme in B{\"{u}}ro, Technik und Wissenschaft, GI-Fachtagung,
Braunschweig, 3.-5. M{\"{a}}rz 1993, Proceedings},
series = {Informatik Aktuell},
pages = {346--355},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/978-3-642-86096-6\_24},
doi = {10.1007/978-3-642-86096-6\_24},
timestamp = {Tue, 25 Jun 2019 12:25:42 +0200},
biburl = {https://dblp.org/rec/conf/btw/BillKR93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KrauseH89,
author = {Andreas Krause and
Heidi Hackbarth},
title = {Scaly artificial neural networks for speaker-independent recognition
of isolated words},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing,
{ICASSP} '89, Glasgow, Scotland, May 23-26, 1989},
pages = {21--24},
publisher = {{IEEE}},
year = {1989},
url = {https://doi.org/10.1109/ICASSP.1989.266353},
doi = {10.1109/ICASSP.1989.266353},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KrauseH89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Krause83,
author = {Andreas Krause},
title = {Sprecherunabh{\"{a}}ngige Worterkennung auf der Basis von Ganzwort-Merkmalen},
school = {University of G{\"{o}}ttingen, Germany},
year = {1983},
url = {https://d-nb.info/831133481},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Krause83.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gi/HartigKP82,
author = {Hermann H{\"{a}}rtig and
Thomas Krause and
Andreas Pfitzmann},
editor = {J{\"{u}}rgen Nehmer},
title = {Rechnerunterst{\"{u}}tzte Konstruktion von Spezialrechnern aus
Programmen anwendungsorientierter h{\"{o}}herer Programmiersprachen},
booktitle = {{GI} - 12. Jahrestagung, Kaiserslautern, 5. -7. Oktober 1982, Proceedings},
series = {Informatik-Fachberichte},
volume = {57},
pages = {105--119},
publisher = {Springer},
year = {1982},
url = {https://doi.org/10.1007/978-3-642-68603-0\_7},
doi = {10.1007/978-3-642-68603-0\_7},
timestamp = {Thu, 08 Mar 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gi/HartigKP82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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