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ORCIDBibTeX records: Stefan Bauer
@article{DBLP:journals/tem/BerettaOB24,
author = {Michela Beretta and
Nikolaus Obwegeser and
Stefan Bauer},
title = {An Exploration of Hackathons as Time Intense and Collaborative Forms
of Crowdsourcing},
journal = {{IEEE} Trans. Engineering Management},
volume = {71},
pages = {2403--2417},
year = {2024},
url = {https://doi.org/10.1109/TEM.2022.3174712},
doi = {10.1109/TEM.2022.3174712},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tem/BerettaOB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06665,
author = {Tarun Gupta and
Wenbo Gong and
Chao Ma and
Nick Pawlowski and
Agrin Hilmkil and
Meyer Scetbon and
Ade Famoti and
Ashley Juan Llorens and
Jianfeng Gao and
Stefan Bauer and
Danica Kragic and
Bernhard Sch{\"{o}}lkopf and
Cheng Zhang},
title = {The Essential Role of Causality in Foundation World Models for Embodied
{AI}},
journal = {CoRR},
volume = {abs/2402.06665},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06665},
doi = {10.48550/ARXIV.2402.06665},
eprinttype = {arXiv},
eprint = {2402.06665},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/es/WangSMBMOWWBR23,
author = {Qiang Wang and
Francisco Roldan Sanchez and
Robert McCarthy and
David Cordova Bulens and
Kevin McGuinness and
Noel E. O'Connor and
Manuel W{\"{u}}thrich and
Felix Widmaier and
Stefan Bauer and
Stephen J. Redmond},
title = {Dexterous robotic manipulation using deep reinforcement learning and
knowledge transfer for complex sparse reward-based tasks},
journal = {Expert Syst. J. Knowl. Eng.},
volume = {40},
number = {6},
year = {2023},
url = {https://doi.org/10.1111/exsy.13205},
doi = {10.1111/EXSY.13205},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/es/WangSMBMOWWBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ncs/XianSZDDBSWRCBE23,
author = {R. Patrick Xian and
Vincent Stimper and
Marios Zacharias and
Maciej Dendzik and
Shuo Dong and
Samuel Beaulieu and
Bernhard Sch{\"{o}}lkopf and
Martin Wolf and
Laurenz Rettig and
Christian Carbogno and
Stefan Bauer and
Ralph Ernstorfer},
title = {A machine learning route between band mapping and band structure},
journal = {Nat. Comput. Sci.},
volume = {3},
number = {1},
pages = {101--114},
year = {2023},
url = {https://doi.org/10.1038/s43588-022-00382-2},
doi = {10.1038/S43588-022-00382-2},
timestamp = {Fri, 05 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ncs/XianSZDDBSWRCBE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/MehrjouSABSB23,
author = {Arash Mehrjou and
Ashkan Soleymani and
Amin Abyaneh and
Samir Bhatt and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
title = {Pyfectious: An individual-level simulator to discover optimal containment
policies for epidemic diseases},
journal = {PLoS Comput. Biol.},
volume = {19},
number = {1},
year = {2023},
url = {https://doi.org/10.1371/journal.pcbi.1010799},
doi = {10.1371/JOURNAL.PCBI.1010799},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/MehrjouSABSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GurtlerBKWWBSM23,
author = {Nico G{\"{u}}rtler and
Sebastian Blaes and
Pavel Kolev and
Felix Widmaier and
Manuel Wuthrich and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf and
Georg Martius},
title = {Benchmarking Offline Reinforcement Learning on Real-Robot Hardware},
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/pdf?id=3k5CUGDLNdd},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GurtlerBKWWBSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeebLABBS23,
author = {Felix Leeb and
Giulia Lanzillotta and
Yashas Annadani and
Michel Besserve and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf},
title = {Structure by Architecture: Structured Representations without Regularization},
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/pdf?id=O\_lFCPaF48t},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LeebLABBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LyleMNJBGS23,
author = {Clare Lyle and
Arash Mehrjou and
Pascal Notin and
Andrew Jesson and
Stefan Bauer and
Yarin Gal and
Patrick Schwab},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {DiscoBAX: Discovery of optimal intervention sets in genomic experiment
design},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {23170--23189},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/lyle23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/LyleMNJBGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MittalABSM23,
author = {Sarthak Mittal and
Korbinian Abstreiter and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf and
Arash Mehrjou},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Diffusion Based Representation Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {24963--24982},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/mittal23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MittalABSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/QuinzanSJRB23,
author = {Francesco Quinzan and
Ashkan Soleymani and
Patrick Jaillet and
Cristian R. Rojas and
Stefan Bauer},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {{DRCFS:} Doubly Robust Causal Feature Selection},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {28468--28491},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/quinzan23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/QuinzanSJRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TigasAIJG0B23,
author = {Panagiotis Tigas and
Yashas Annadani and
Desi R. Ivanova and
Andrew Jesson and
Yarin Gal and
Adam Foster and
Stefan Bauer},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Differentiable Multi-Target Causal Bayesian Experimental Design},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {34263--34279},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/tigas23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TigasAIJG0B23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AnnadaniPJB0023,
author = {Yashas Annadani and
Nick Pawlowski and
Joel Jennings and
Stefan Bauer and
Cheng Zhang and
Wenbo Gong},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {BayesDAG: Gradient-Based Posterior Inference for Causal Discovery},
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/05cf28e3d3c9a179d789c55270fe6f72-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AnnadaniPJB0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Olko00SABKM23,
author = {Mateusz Olko and
Michal Zajac and
Aleksandra Nowak and
Nino Scherrer and
Yashas Annadani and
Stefan Bauer and
Lukasz Kucinski and
Piotr Milos},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Trust Your {\unicode{120513}}: Gradient-based Intervention Targeting
for Causal Discovery},
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/9eda77f505efbb89462970d739143f73-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Olko00SABKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10607,
author = {Yashas Annadani and
Panagiotis Tigas and
Desi R. Ivanova and
Andrew Jesson and
Yarin Gal and
Adam Foster and
Stefan Bauer},
title = {Differentiable Multi-Target Causal Bayesian Experimental Design},
journal = {CoRR},
volume = {abs/2302.10607},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10607},
doi = {10.48550/ARXIV.2302.10607},
eprinttype = {arXiv},
eprint = {2302.10607},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10607.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05524,
author = {Cheng Zhang and
Stefan Bauer and
Paul Bennett and
Jiangfeng Gao and
Wenbo Gong and
Agrin Hilmkil and
Joel Jennings and
Chao Ma and
Tom Minka and
Nick Pawlowski and
James Vaughan},
title = {Understanding Causality with Large Language Models: Feasibility and
Opportunities},
journal = {CoRR},
volume = {abs/2304.05524},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05524},
doi = {10.48550/ARXIV.2304.05524},
eprinttype = {arXiv},
eprint = {2304.05524},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07024,
author = {Francesco Quinzan and
Ashkan Soleymani and
Patrick Jaillet and
Cristian R. Rojas and
Stefan Bauer},
title = {{DRCFS:} Doubly Robust Causal Feature Selection},
journal = {CoRR},
volume = {abs/2306.07024},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07024},
doi = {10.48550/ARXIV.2306.07024},
eprinttype = {arXiv},
eprint = {2306.07024},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04988,
author = {Chris Chinenye Emezue and
Alexandre Drouin and
Tristan Deleu and
Stefan Bauer and
Yoshua Bengio},
title = {Benchmarking Bayesian Causal Discovery Methods for Downstream Treatment
Effect Estimation},
journal = {CoRR},
volume = {abs/2307.04988},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04988},
doi = {10.48550/ARXIV.2307.04988},
eprinttype = {arXiv},
eprint = {2307.04988},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13917,
author = {Yashas Annadani and
Nick Pawlowski and
Joel Jennings and
Stefan Bauer and
Cheng Zhang and
Wenbo Gong},
title = {BayesDAG: Gradient-Based Posterior Sampling for Causal Discovery},
journal = {CoRR},
volume = {abs/2307.13917},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.13917},
doi = {10.48550/ARXIV.2307.13917},
eprinttype = {arXiv},
eprint = {2307.13917},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-13917.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-15690,
author = {Nico G{\"{u}}rtler and
Sebastian Blaes and
Pavel Kolev and
Felix Widmaier and
Manuel W{\"{u}}thrich and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf and
Georg Martius},
title = {Benchmarking Offline Reinforcement Learning on Real-Robot Hardware},
journal = {CoRR},
volume = {abs/2307.15690},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.15690},
doi = {10.48550/ARXIV.2307.15690},
eprinttype = {arXiv},
eprint = {2307.15690},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-15690.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07741,
author = {Nico G{\"{u}}rtler and
Felix Widmaier and
Cansu Sancaktar and
Sebastian Blaes and
Pavel Kolev and
Stefan Bauer and
Manuel W{\"{u}}thrich and
Markus Wulfmeier and
Martin A. Riedmiller and
Arthur Allshire and
Qiang Wang and
Robert McCarthy and
Hangyeol Kim and
Jongchan Baek and
Wookyong Kwon and
Shanliang Qian and
Yasunori Toshimitsu and
Mike Yan Michelis and
Amirhossein Kazemipour and
Arman Raayatsanati and
Hehui Zheng and
Barnabas Gavin Cangan and
Bernhard Sch{\"{o}}lkopf and
Georg Martius},
title = {Real Robot Challenge 2022: Learning Dexterous Manipulation from Offline
Data in the Real World},
journal = {CoRR},
volume = {abs/2308.07741},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07741},
doi = {10.48550/ARXIV.2308.07741},
eprinttype = {arXiv},
eprint = {2308.07741},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14935,
author = {Alejandro Tejada{-}Lapuerta and
Paul Bertin and
Stefan Bauer and
Hananeh Aliee and
Yoshua Bengio and
Fabian J. Theis},
title = {Causal machine learning for single-cell genomics},
journal = {CoRR},
volume = {abs/2310.14935},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14935},
doi = {10.48550/ARXIV.2310.14935},
eprinttype = {arXiv},
eprint = {2310.14935},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14935.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05421,
author = {Amir Mohammad Karimi{-}Mamaghan and
Andrea Dittadi and
Stefan Bauer and
Karl Henrik Johansson and
Francesco Quinzan},
title = {Diffusion Based Causal Representation Learning},
journal = {CoRR},
volume = {abs/2311.05421},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05421},
doi = {10.48550/ARXIV.2311.05421},
eprinttype = {arXiv},
eprint = {2311.05421},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-06012,
author = {Emmanouil Angelis and
Francesco Quinzan and
Ashkan Soleymani and
Patrick Jaillet and
Stefan Bauer},
title = {Doubly Robust Structure Identification from Temporal Data},
journal = {CoRR},
volume = {abs/2311.06012},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.06012},
doi = {10.48550/ARXIV.2311.06012},
eprinttype = {arXiv},
eprint = {2311.06012},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-06012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-04064,
author = {Clare Lyle and
Arash Mehrjou and
Pascal Notin and
Andrew Jesson and
Stefan Bauer and
Yarin Gal and
Patrick Schwab},
title = {DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment
Design},
journal = {CoRR},
volume = {abs/2312.04064},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.04064},
doi = {10.48550/ARXIV.2312.04064},
eprinttype = {arXiv},
eprint = {2312.04064},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-04064.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/array/GeissRPBT22,
author = {Christian Gei{\ss} and
Alexander Rabuske and
Patrick Aravena Pelizari and
Stefan Bauer and
Hannes Taubenb{\"{o}}ck},
title = {Selection of unlabeled source domains for domain adaptation in remote
sensing},
journal = {Array},
volume = {15},
pages = {100233},
year = {2022},
url = {https://doi.org/10.1016/j.array.2022.100233},
doi = {10.1016/J.ARRAY.2022.100233},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/array/GeissRPBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ral/FunkSMYJWGWBSBW22,
author = {Niklas Funk and
Charles B. Schaff and
Rishabh Madan and
Takuma Yoneda and
Julen Urain De Jesus and
Joe Watson and
Ethan K. Gordon and
Felix Widmaier and
Stefan Bauer and
Siddhartha S. Srinivasa and
Tapomayukh Bhattacharjee and
Matthew R. Walter and
Jan Peters},
title = {Benchmarking Structured Policies and Policy Optimization for Real-World
Dexterous Object Manipulation},
journal = {{IEEE} Robotics Autom. Lett.},
volume = {7},
number = {1},
pages = {478--485},
year = {2022},
url = {https://doi.org/10.1109/LRA.2021.3129139},
doi = {10.1109/LRA.2021.3129139},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ral/FunkSMYJWGWBSBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HoppeMBND22,
author = {Tobias H{\"{o}}ppe and
Arash Mehrjou and
Stefan Bauer and
Didrik Nielsen and
Andrea Dittadi},
title = {Diffusion Models for Video Prediction and Infilling},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=lf0lr4AYM6},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HoppeMBND22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SoleymaniRBSB22,
author = {Ashkan Soleymani and
Anant Raj and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf and
Michel Besserve},
title = {Causal Feature Selection via Orthogonal Search},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=Q54jBjc896},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SoleymaniRBSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MehrjouSJNGBS22,
author = {Arash Mehrjou and
Ashkan Soleymani and
Andrew Jesson and
Pascal Notin and
Yarin Gal and
Stefan Bauer and
Patrick Schwab},
title = {GeneDisco: {A} Benchmark for Experimental Design in Drug Discovery},
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=-w2oomO6qgc},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MehrjouSJNGBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TraubleDWWGWLBS22,
author = {Frederik Tr{\"{a}}uble and
Andrea Dittadi and
Manuel Wuthrich and
Felix Widmaier and
Peter Vincent Gehler and
Ole Winther and
Francesco Locatello and
Olivier Bachem and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
title = {The Role of Pretrained Representations for the {OOD} Generalization
of {RL} Agents},
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=8eb12UQYxrG},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TraubleDWWGWLBS22.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, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/CaldarelliWB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/AllshireMLMMWWB22,
author = {Arthur Allshire and
Mayank Mittal and
Varun Lodaya and
Viktor Makoviychuk and
Denys Makoviichuk and
Felix Widmaier and
Manuel W{\"{u}}thrich and
Stefan Bauer and
Ankur Handa and
Animesh Garg},
title = {Transferring Dexterous Manipulation from {GPU} Simulation to a Remote
Real-World TriFinger},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2022, Kyoto, Japan, October 23-27, 2022},
pages = {11802--11809},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IROS47612.2022.9981458},
doi = {10.1109/IROS47612.2022.9981458},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/AllshireMLMMWWB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeebBBS22,
author = {Felix Leeb and
Stefan Bauer and
Michel Besserve and
Bernhard Sch{\"{o}}lkopf},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Exploring the Latent Space of Autoencoders with Interventional Assays},
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/87213955efbe48b46586e37bf2f1fe5b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeebBBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TigasAJSGB22,
author = {Panagiotis Tigas and
Yashas Annadani and
Andrew Jesson and
Bernhard Sch{\"{o}}lkopf and
Yarin Gal and
Stefan Bauer},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Interventions, Where and How? Experimental Design for Causal Models
at Scale},
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/98a5c0470e57d518ade4e56c6ee0b363-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TigasAJSGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DeleuGERLBB22,
author = {Tristan Deleu and
Ant{\'{o}}nio G{\'{o}}is and
Chris Emezue and
Mansi Rankawat and
Simon Lacoste{-}Julien and
Stefan Bauer and
Yoshua Bengio},
editor = {James Cussens and
Kun Zhang},
title = {Bayesian structure learning with generative flow networks},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {518--528},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/deleu22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/DeleuGERLBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/acm/22/PetersBP22,
author = {Jonas Peters and
Stefan Bauer and
Niklas Pfister},
editor = {Hector Geffner and
Rina Dechter and
Joseph Y. Halpern},
title = {Causal Models for Dynamical Systems},
booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl},
series = {{ACM} Books},
volume = {36},
pages = {671--690},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3501714.3501752},
doi = {10.1145/3501714.3501752},
timestamp = {Thu, 21 Sep 2023 16:25:10 +0200},
biburl = {https://dblp.org/rec/books/acm/22/PetersBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05830,
author = {Arash Mehrjou and
Ashkan Soleymani and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf},
title = {Physical Derivatives: Computing policy gradients by physical forward-propagation},
journal = {CoRR},
volume = {abs/2201.05830},
year = {2022},
url = {https://arxiv.org/abs/2201.05830},
eprinttype = {arXiv},
eprint = {2201.05830},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08186,
author = {Simon Bing and
Andrea Dittadi and
Stefan Bauer and
Patrick Schwab},
title = {Conditional Generation of Medical Time Series for Extrapolation to
Underrepresented Populations},
journal = {CoRR},
volume = {abs/2201.08186},
year = {2022},
url = {https://arxiv.org/abs/2201.08186},
eprinttype = {arXiv},
eprint = {2201.08186},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-13388,
author = {Davide Mambelli and
Frederik Tr{\"{a}}uble and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf and
Francesco Locatello},
title = {Compositional Multi-Object Reinforcement Learning with Linear Relation
Networks},
journal = {CoRR},
volume = {abs/2201.13388},
year = {2022},
url = {https://arxiv.org/abs/2201.13388},
eprinttype = {arXiv},
eprint = {2201.13388},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-13388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13903,
author = {Tristan Deleu and
Ant{\'{o}}nio G{\'{o}}is and
Chris Emezue and
Mansi Rankawat and
Simon Lacoste{-}Julien and
Stefan Bauer and
Yoshua Bengio},
title = {Bayesian Structure Learning with Generative Flow Networks},
journal = {CoRR},
volume = {abs/2202.13903},
year = {2022},
url = {https://arxiv.org/abs/2202.13903},
eprinttype = {arXiv},
eprint = {2202.13903},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02016,
author = {Panagiotis Tigas and
Yashas Annadani and
Andrew Jesson and
Bernhard Sch{\"{o}}lkopf and
Yarin Gal and
Stefan Bauer},
title = {Interventions, Where and How? Experimental Design for Causal Models
at Scale},
journal = {CoRR},
volume = {abs/2203.02016},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02016},
doi = {10.48550/ARXIV.2203.02016},
eprinttype = {arXiv},
eprint = {2203.02016},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-09328,
author = {Arash Mehrjou and
Ashkan Soleymani and
Annika Buchholz and
J{\"{u}}rgen Hetzel and
Patrick Schwab and
Stefan Bauer},
title = {Federated Learning in Multi-Center Critical Care Research: {A} Systematic
Case Study using the eICU Database},
journal = {CoRR},
volume = {abs/2204.09328},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.09328},
doi = {10.48550/ARXIV.2204.09328},
eprinttype = {arXiv},
eprint = {2204.09328},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-09328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09683,
author = {Qiang Wang and
Francisco Roldan Sanchez and
Robert McCarthy and
David Cordova Bulens and
Kevin McGuinness and
Noel E. O'Connor and
Manuel W{\"{u}}thrich and
Felix Widmaier and
Stefan Bauer and
Stephen J. Redmond},
title = {Dexterous Robotic Manipulation using Deep Reinforcement Learning and
Knowledge Transfer for Complex Sparse Reward-based Tasks},
journal = {CoRR},
volume = {abs/2205.09683},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09683},
doi = {10.48550/ARXIV.2205.09683},
eprinttype = {arXiv},
eprint = {2205.09683},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-04620,
author = {Nino Scherrer and
Anirudh Goyal and
Stefan Bauer and
Yoshua Bengio and
Nan Rosemary Ke},
title = {On the Generalization and Adaption Performance of Causal Models},
journal = {CoRR},
volume = {abs/2206.04620},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.04620},
doi = {10.48550/ARXIV.2206.04620},
eprinttype = {arXiv},
eprint = {2206.04620},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-04620.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07696,
author = {Tobias H{\"{o}}ppe and
Arash Mehrjou and
Stefan Bauer and
Didrik Nielsen and
Andrea Dittadi},
title = {Diffusion Models for Video Prediction and Infilling},
journal = {CoRR},
volume = {abs/2206.07696},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07696},
doi = {10.48550/ARXIV.2206.07696},
eprinttype = {arXiv},
eprint = {2206.07696},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07696.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-2207-05723,
author = {Jithendaraa Subramanian and
Yashas Annadani and
Ivaxi Sheth and
Stefan Bauer and
Derek Nowrouzezahrai and
Samira Ebrahimi Kahou},
title = {Latent Variable Models for Bayesian Causal Discovery},
journal = {CoRR},
volume = {abs/2207.05723},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05723},
doi = {10.48550/ARXIV.2207.05723},
eprinttype = {arXiv},
eprint = {2207.05723},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10230,
author = {Yaosen Min and
Ye Wei and
Peizhuo Wang and
Nian Wu and
Stefan Bauer and
Shuxin Zheng and
Yu Shi and
Yingheng Wang and
Dan Zhao and
Ji Wu and
Jianyang Zeng},
title = {Predicting the protein-ligand affinity from molecular dynamics trajectories},
journal = {CoRR},
volume = {abs/2208.10230},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10230},
doi = {10.48550/ARXIV.2208.10230},
eprinttype = {arXiv},
eprint = {2208.10230},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13583,
author = {Jithendaraa Subramanian and
Yashas Annadani and
Ivaxi Sheth and
Nan Rosemary Ke and
Tristan Deleu and
Stefan Bauer and
Derek Nowrouzezahrai and
Samira Ebrahimi Kahou},
title = {Learning Latent Structural Causal Models},
journal = {CoRR},
volume = {abs/2210.13583},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13583},
doi = {10.48550/ARXIV.2210.13583},
eprinttype = {arXiv},
eprint = {2210.13583},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13774,
author = {Sarthak Mittal and
Guillaume Lajoie and
Stefan Bauer and
Arash Mehrjou},
title = {From Points to Functions: Infinite-dimensional Representations in
Diffusion Models},
journal = {CoRR},
volume = {abs/2210.13774},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13774},
doi = {10.48550/ARXIV.2210.13774},
eprinttype = {arXiv},
eprint = {2210.13774},
timestamp = {Mon, 31 Oct 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03846,
author = {Amin Abyaneh and
Nino Scherrer and
Patrick Schwab and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf and
Arash Mehrjou},
title = {{FED-CD:} Federated Causal Discovery from Interventional and Observational
Data},
journal = {CoRR},
volume = {abs/2211.03846},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03846},
doi = {10.48550/ARXIV.2211.03846},
eprinttype = {arXiv},
eprint = {2211.03846},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13715,
author = {Mateusz Olko and
Michal Zajac and
Aleksandra Nowak and
Nino Scherrer and
Yashas Annadani and
Stefan Bauer and
Lukasz Kucinski and
Piotr Milos},
title = {Trust Your {\(\nabla\)}: Gradient-based Intervention Targeting for
Causal Discovery},
journal = {CoRR},
volume = {abs/2211.13715},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13715},
doi = {10.48550/ARXIV.2211.13715},
eprinttype = {arXiv},
eprint = {2211.13715},
timestamp = {Wed, 30 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13715.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/SchutteHGHDBS21,
author = {August DuMont Sch{\"{u}}tte and
J{\"{u}}rgen Hetzel and
Sergios Gatidis and
Tobias Hepp and
Benedikt Dietz and
Stefan Bauer and
Patrick Schwab},
title = {Overcoming barriers to data sharing with medical image generation:
a comprehensive evaluation},
journal = {npj Digit. Medicine},
volume = {4},
year = {2021},
url = {https://doi.org/10.1038/s41746-021-00507-3},
doi = {10.1038/S41746-021-00507-3},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/SchutteHGHDBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/ScholkopfLBKKGB21,
author = {Bernhard Sch{\"{o}}lkopf and
Francesco Locatello and
Stefan Bauer and
Nan Rosemary Ke and
Nal Kalchbrenner and
Anirudh Goyal and
Yoshua Bengio},
title = {Toward Causal Representation Learning},
journal = {Proc. {IEEE}},
volume = {109},
number = {5},
pages = {612--634},
year = {2021},
url = {https://doi.org/10.1109/JPROC.2021.3058954},
doi = {10.1109/JPROC.2021.3058954},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pieee/ScholkopfLBKKGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AhmedTGNWBSB21,
author = {Ossama Ahmed and
Frederik Tr{\"{a}}uble and
Anirudh Goyal and
Alexander Neitz and
Manuel Wuthrich and
Yoshua Bengio and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
title = {CausalWorld: {A} Robotic Manipulation Benchmark for Causal Structure
and Transfer 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=SK7A5pdrgov},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AhmedTGNWBSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DittadiTLWAWBS21,
author = {Andrea Dittadi and
Frederik Tr{\"{a}}uble and
Francesco Locatello and
Manuel Wuthrich and
Vaibhav Agrawal and
Ole Winther and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf},
title = {On the Transfer of Disentangled Representations in Realistic Settings},
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=8VXvj1QNRl1},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DittadiTLWAWBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MiladinovicSBSB21,
author = {{\DH}or{\dh}e Miladinovic and
Aleksandar Stanic and
Stefan Bauer and
J{\"{u}}rgen Schmidhuber and
Joachim M. Buhmann},
title = {Spatial Dependency Networks: Neural Layers for Improved Generative
Image Modeling},
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=I4c4K9vBNny},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MiladinovicSBSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RahamanGGWBSBS21,
author = {Nasim Rahaman and
Anirudh Goyal and
Muhammad Waleed Gondal and
Manuel Wuthrich and
Stefan Bauer and
Yash Sharma and
Yoshua Bengio and
Bernhard Sch{\"{o}}lkopf},
title = {Spatially Structured Recurrent Modules},
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=5l9zj5G7vDY},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/RahamanGGWBSBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GondalJRBWS21,
author = {Muhammad Waleed Gondal and
Shruti Joshi and
Nasim Rahaman and
Stefan Bauer and
Manuel Wuthrich and
Bernhard Sch{\"{o}}lkopf},
editor = {Marina Meila and
Tong Zhang},
title = {Function Contrastive Learning of Transferable Meta-Representations},
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 = {3755--3765},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/gondal21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GondalJRBWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TraubleCKLDGSB21,
author = {Frederik Tr{\"{a}}uble and
Elliot Creager and
Niki Kilbertus and
Francesco Locatello and
Andrea Dittadi and
Anirudh Goyal and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
editor = {Marina Meila and
Tong Zhang},
title = {On Disentangled Representations Learned from Correlated Data},
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 = {10401--10412},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/trauble21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TraubleCKLDGSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GurtlerWSBKBWWRAWMKBKQTMKRZCSM21,
author = {Nico G{\"{u}}rtler and
Felix Widmaier and
Cansu Sancaktar and
Sebastian Blaes and
Pavel Kolev and
Stefan Bauer and
Manuel W{\"{u}}thrich and
Markus Wulfmeier and
Martin A. Riedmiller and
Arthur Allshire and
Qiang Wang and
Robert McCarthy and
Hangyeol Kim and
Jongchan Baek and
Wookyong Kwon and
Shanliang Qian and
Yasunori Toshimitsu and
Mike Yan Michelis and
Amirhossein Kazemipour and
Arman Raayatsanati and
Hehui Zheng and
Barnabas Gavin Cangan and
Bernhard Sch{\"{o}}lkopf and
Georg Martius},
editor = {Marco Ciccone and
Gustavo Stolovitzky and
Jacob Albrecht},
title = {Real Robot Challenge 2022: Learning Dexterous Manipulation from Offline
Data in the Real World},
booktitle = {NeurIPS 2022 Competition Track, November 28 - December 9, 2022, Online},
series = {Proceedings of Machine Learning Research},
volume = {220},
pages = {133--150},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v220/gurtler22a.html},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GurtlerWSBKBWWRAWMKBKQTMKRZCSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BauerWWBSGSAJBA21,
author = {Stefan Bauer and
Manuel W{\"{u}}thrich and
Felix Widmaier and
Annika Buchholz and
Sebastian Stark and
Anirudh Goyal and
Thomas Steinbrenner and
Joel Akpo and
Shruti Joshi and
Vincent Berenz and
Vaibhav Agrawal and
Niklas Funk and
Julen Urain De Jesus and
Jan Peters and
Joe Watson and
Claire Chen and
Krishnan Srinivasan and
Junwu Zhang and
Jeffrey Zhang and
Matthew R. Walter and
Rishabh Madan and
Takuma Yoneda and
Denis Yarats and
Arthur Allshire and
Ethan K. Gordon and
Tapomayukh Bhattacharjee and
Siddhartha S. Srinivasa and
Animesh Garg and
Takahiro Maeda and
Harshit Sikchi and
Jilong Wang and
Qingfeng Yao and
Shuyu Yang and
Robert McCarthy and
Francisco Roldan Sanchez and
Qiang Wang and
David Cordova Bulens and
Kevin McGuinness and
Noel E. O'Connor and
Stephen J. Redmond and
Bernhard Sch{\"{o}}lkopf},
editor = {Douwe Kiela and
Marco Ciccone and
Barbara Caputo},
title = {Real Robot Challenge: {A} Robotics Competition in the Cloud},
booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
2021, Online},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {190--204},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v176/bauer22a.html},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BauerWWBSGSAJBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KeDMGLBRMBP21,
author = {Nan Rosemary Ke and
Aniket Didolkar and
Sarthak Mittal and
Anirudh Goyal and
Guillaume Lajoie and
Stefan Bauer and
Danilo Jimenez Rezende and
Michael Mozer and
Yoshua Bengio and
Chris Pal},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement
Learning},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/8f121ce07d74717e0b1f21d122e04521-Abstract-round2.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/KeDMGLBRMBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11107,
author = {Bernhard Sch{\"{o}}lkopf and
Francesco Locatello and
Stefan Bauer and
Nan Rosemary Ke and
Nal Kalchbrenner and
Anirudh Goyal and
Yoshua Bengio},
title = {Towards Causal Representation Learning},
journal = {CoRR},
volume = {abs/2102.11107},
year = {2021},
url = {https://arxiv.org/abs/2102.11107},
eprinttype = {arXiv},
eprint = {2102.11107},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11107.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-08877,
author = {Djordje Miladinovic and
Aleksandar Stanic and
Stefan Bauer and
J{\"{u}}rgen Schmidhuber and
Joachim M. Buhmann},
title = {Spatial Dependency Networks: Neural Layers for Improved Generative
Image Modeling},
journal = {CoRR},
volume = {abs/2103.08877},
year = {2021},
url = {https://arxiv.org/abs/2103.08877},
eprinttype = {arXiv},
eprint = {2103.08877},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-08877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-11175,
author = {Sonali Parbhoo and
Stefan Bauer and
Patrick Schwab},
title = {NCoRE: Neural Counterfactual Representation Learning for Combinations
of Treatments},
journal = {CoRR},
volume = {abs/2103.11175},
year = {2021},
url = {https://arxiv.org/abs/2103.11175},
eprinttype = {arXiv},
eprint = {2103.11175},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-11175.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-15561,
author = {Arash Mehrjou and
Ashkan Soleymani and
Amin Abyaneh and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
title = {Pyfectious: An individual-level simulator to discover optimal containment
polices for epidemic diseases},
journal = {CoRR},
volume = {abs/2103.15561},
year = {2021},
url = {https://arxiv.org/abs/2103.15561},
eprinttype = {arXiv},
eprint = {2103.15561},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-15561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-02087,
author = {Niklas Funk and
Charles B. Schaff and
Rishabh Madan and
Takuma Yoneda and
Julen Urain De Jesus and
Joe Watson and
Ethan K. Gordon and
Felix Widmaier and
Stefan Bauer and
Siddhartha S. Srinivasa and
Tapomayukh Bhattacharjee and
Matthew R. Walter and
Jan Peters},
title = {Benchmarking Structured Policies and Policy Optimization for Real-World
Dexterous Object Manipulation},
journal = {CoRR},
volume = {abs/2105.02087},
year = {2021},
url = {https://arxiv.org/abs/2105.02087},
eprinttype = {arXiv},
eprint = {2105.02087},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-02087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-14257,
author = {Korbinian Abstreiter and
Stefan Bauer and
Arash Mehrjou},
title = {Representation Learning in Continuous-Time Score-Based Generative
Models},
journal = {CoRR},
volume = {abs/2105.14257},
year = {2021},
url = {https://arxiv.org/abs/2105.14257},
eprinttype = {arXiv},
eprint = {2105.14257},
timestamp = {Wed, 02 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-14257.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-07635,
author = {Yashas Annadani and
Jonas Rothfuss and
Alexandre Lacoste and
Nino Scherrer and
Anirudh Goyal and
Yoshua Bengio and
Stefan Bauer},
title = {Variational Causal Networks: Approximate Bayesian Inference over Causal
Structures},
journal = {CoRR},
volume = {abs/2106.07635},
year = {2021},
url = {https://arxiv.org/abs/2106.07635},
eprinttype = {arXiv},
eprint = {2106.07635},
timestamp = {Wed, 16 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-07635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-16091,
author = {Felix Leeb and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf},
title = {Interventional Assays for the Latent Space of Autoencoders},
journal = {CoRR},
volume = {abs/2106.16091},
year = {2021},
url = {https://arxiv.org/abs/2106.16091},
eprinttype = {arXiv},
eprint = {2106.16091},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-16091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00848,
author = {Nan Rosemary Ke and
Aniket Didolkar and
Sarthak Mittal and
Anirudh Goyal and
Guillaume Lajoie and
Stefan Bauer and
Danilo J. Rezende and
Yoshua Bengio and
Michael Mozer and
Christopher J. Pal},
title = {Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2107.00848},
year = {2021},
url = {https://arxiv.org/abs/2107.00848},
eprinttype = {arXiv},
eprint = {2107.00848},
timestamp = {Wed, 07 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05686,
author = {Andrea Dittadi and
Frederik Tr{\"{a}}uble and
Manuel W{\"{u}}thrich and
Felix Widmaier and
Peter V. Gehler and
Ole Winther and
Francesco Locatello and
Olivier Bachem and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
title = {Representation Learning for Out-Of-Distribution Generalization in
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2107.05686},
year = {2021},
url = {https://arxiv.org/abs/2107.05686},
eprinttype = {arXiv},
eprint = {2107.05686},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05686.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-09779,
author = {Arthur Allshire and
Mayank Mittal and
Varun Lodaya and
Viktor Makoviychuk and
Denys Makoviichuk and
Felix Widmaier and
Manuel W{\"{u}}thrich and
Stefan Bauer and
Ankur Handa and
Animesh Garg},
title = {Transferring Dexterous Manipulation from {GPU} Simulation to a Remote
Real-World TriFinger},
journal = {CoRR},
volume = {abs/2108.09779},
year = {2021},
url = {https://arxiv.org/abs/2108.09779},
eprinttype = {arXiv},
eprint = {2108.09779},
timestamp = {Fri, 27 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-09779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-02429,
author = {Nino Scherrer and
Olexa Bilaniuk and
Yashas Annadani and
Anirudh Goyal and
Patrick Schwab and
Bernhard Sch{\"{o}}lkopf and
Michael C. Mozer and
Yoshua Bengio and
Stefan Bauer and
Nan Rosemary Ke},
title = {Learning Neural Causal Models with Active Interventions},
journal = {CoRR},
volume = {abs/2109.02429},
year = {2021},
url = {https://arxiv.org/abs/2109.02429},
eprinttype = {arXiv},
eprint = {2109.02429},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-02429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10957,
author = {Stefan Bauer and
Felix Widmaier and
Manuel W{\"{u}}thrich and
Niklas Funk and
Julen Urain De Jesus and
Jan Peters and
Joe Watson and
Claire Chen and
Krishnan Srinivasan and
Junwu Zhang and
Jeffrey Zhang and
Matthew R. Walter and
Rishabh Madan and
Charles B. Schaff and
Takahiro Maeda and
Takuma Yoneda and
Denis Yarats and
Arthur Allshire and
Ethan K. Gordon and
Tapomayukh Bhattacharjee and
Siddhartha S. Srinivasa and
Animesh Garg and
Annika Buchholz and
Sebastian Stark and
Thomas Steinbrenner and
Joel Akpo and
Shruti Joshi and
Vaibhav Agrawal and
Bernhard Sch{\"{o}}lkopf},
title = {A Robot Cluster for Reproducible Research in Dexterous Manipulation},
journal = {CoRR},
volume = {abs/2109.10957},
year = {2021},
url = {https://arxiv.org/abs/2109.10957},
eprinttype = {arXiv},
eprint = {2109.10957},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03628,
author = {Yukun Chen and
Frederik Tr{\"{a}}uble and
Andrea Dittadi and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf},
title = {Boxhead: {A} Dataset for Learning Hierarchical Representations},
journal = {CoRR},
volume = {abs/2110.03628},
year = {2021},
url = {https://arxiv.org/abs/2110.03628},
eprinttype = {arXiv},
eprint = {2110.03628},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11875,
author = {Arash Mehrjou and
Ashkan Soleymani and
Andrew Jesson and
Pascal Notin and
Yarin Gal and
Stefan Bauer and
Patrick Schwab},
title = {GeneDisco: {A} Benchmark for Experimental Design in Drug Discovery},
journal = {CoRR},
volume = {abs/2110.11875},
year = {2021},
url = {https://arxiv.org/abs/2110.11875},
eprinttype = {arXiv},
eprint = {2110.11875},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LocatelloBLRGSB20,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Sober Look at the Unsupervised Learning of Disentangled Representations
and their Evaluation},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {209:1--209:62},
year = {2020},
url = {http://jmlr.org/papers/v21/19-976.html},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/LocatelloBLRGSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/GeissPBST20,
author = {Christian Gei{\ss} and
Patrick Aravena Pelizari and
Stefan Bauer and
Andreas Schmitt and
Hannes Taubenb{\"{o}}ck},
title = {Automatic Training Set Compilation With Multisource Geodata for {DTM}
Generation From the TanDEM-X {DSM}},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {17},
number = {3},
pages = {456--460},
year = {2020},
url = {https://doi.org/10.1109/LGRS.2019.2921600},
doi = {10.1109/LGRS.2019.2921600},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/GeissPBST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SchwabLBBK20,
author = {Patrick Schwab and
Lorenz Linhardt and
Stefan Bauer and
Joachim M. Buhmann and
Walter Karlen},
title = {Learning Counterfactual Representations for Estimating Individual
Dose-Response Curves},
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 = {5612--5619},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.6014},
doi = {10.1609/AAAI.V34I04.6014},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SchwabLBBK20.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/aaai/LocatelloBLRGSB20,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Commentary on the Unsupervised Learning of Disentangled Representations},
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 = {13681--13684},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i09.7120},
doi = {10.1609/AAAI.V34I09.7120},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LocatelloBLRGSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/WuthrichWGJAHKB20,
author = {Manuel Wuthrich and
Felix Widmaier and
Felix Grimminger and
Shruti Joshi and
Vaibhav Agrawal and
Bilal Hammoud and
Majid Khadiv and
Miroslav Bogdanovic and
Vincent Berenz and
Julian Viereck and
Maximilien Naveau and
Ludovic Righetti and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
editor = {Jens Kober and
Fabio Ramos and
Claire J. Tomlin},
title = {TriFinger: An Open-Source Robot for Learning Dexterity},
booktitle = {4th Conference on Robot Learning, CoRL 2020, 16-18 November 2020,
Virtual Event / Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {155},
pages = {1871--1882},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v155/wuthrich21a.html},
timestamp = {Tue, 18 Oct 2022 08:35:37 +0200},
biburl = {https://dblp.org/rec/conf/corl/WuthrichWGJAHKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LocatelloTBRSB20,
author = {Francesco Locatello and
Michael Tschannen and
Stefan Bauer and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {Disentangling Factors of Variations Using Few Labels},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SygagpEKwB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LocatelloTBRSB20.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, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/Agudelo-EspanaZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Agudelo-EspanaG20,
author = {Diego Agudelo{-}Espa{\~{n}}a and
Sebasti{\'{a}}n G{\'{o}}mez{-}Gonz{\'{a}}lez and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf and
Jan Peters},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Bayesian Online Prediction of Change Points},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {320--329},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/agudelo-espana20a.html},
timestamp = {Wed, 16 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Agudelo-EspanaG20.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-2005-08302,
author = {Patrick Schwab and
August DuMont Sch{\"{u}}tte and
Benedikt Dietz and
Stefan Bauer},
title = {predCOVID-19: {A} Systematic Study of Clinical Predictive Models for
Coronavirus Disease 2019},
journal = {CoRR},
volume = {abs/2005.08302},
year = {2020},
url = {https://arxiv.org/abs/2005.08302},
eprinttype = {arXiv},
eprint = {2005.08302},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-08302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07796,
author = {Felix Leeb and
Yashas Annadani and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf},
title = {Structural Autoencoders Improve Representations for Generation and
Transfer},
journal = {CoRR},
volume = {abs/2006.07796},
year = {2020},
url = {https://arxiv.org/abs/2006.07796},
eprinttype = {arXiv},
eprint = {2006.07796},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07796.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07886,
author = {Frederik Tr{\"{a}}uble and
Elliot Creager and
Niki Kilbertus and
Anirudh Goyal and
Francesco Locatello and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
title = {Is Independence all you need? On the Generalization of Representations
Learned from Correlated Data},
journal = {CoRR},
volume = {abs/2006.07886},
year = {2020},
url = {https://arxiv.org/abs/2006.07886},
eprinttype = {arXiv},
eprint = {2006.07886},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02938,
author = {Anant Raj and
Stefan Bauer and
Ashkan Soleymani and
Michel Besserve and
Bernhard Sch{\"{o}}lkopf},
title = {Causal Feature Selection via Orthogonal Search},
journal = {CoRR},
volume = {abs/2007.02938},
year = {2020},
url = {https://arxiv.org/abs/2007.02938},
eprinttype = {arXiv},
eprint = {2007.02938},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02938.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-06533,
author = {Nasim Rahaman and
Anirudh Goyal and
Muhammad Waleed Gondal and
Manuel Wuthrich and
Stefan Bauer and
Yash Sharma and
Yoshua Bengio and
Bernhard Sch{\"{o}}lkopf},
title = {S2RMs: Spatially Structured Recurrent Modules},
journal = {CoRR},
volume = {abs/2007.06533},
year = {2020},
url = {https://arxiv.org/abs/2007.06533},
eprinttype = {arXiv},
eprint = {2007.06533},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-06533.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-14184,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Commentary on the Unsupervised Learning of Disentangled Representations},
journal = {CoRR},
volume = {abs/2007.14184},
year = {2020},
url = {https://arxiv.org/abs/2007.14184},
eprinttype = {arXiv},
eprint = {2007.14184},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-14184.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-03596,
author = {Manuel W{\"{u}}thrich and
Felix Widmaier and
Felix Grimminger and
Joel Akpo and
Shruti Joshi and
Vaibhav Agrawal and
Bilal Hammoud and
Majid Khadiv and
Miroslav Bogdanovic and
Vincent Berenz and
Julian Viereck and
Maximilien Naveau and
Ludovic Righetti and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
title = {TriFinger: An Open-Source Robot for Learning Dexterity},
journal = {CoRR},
volume = {abs/2008.03596},
year = {2020},
url = {https://arxiv.org/abs/2008.03596},
eprinttype = {arXiv},
eprint = {2008.03596},
timestamp = {Fri, 14 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-03596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-13412,
author = {Patrick Schwab and
Arash Mehrjou and
Sonali Parbhoo and
Leo Anthony Celi and
J{\"{u}}rgen Hetzel and
Markus Hofer and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
title = {Real-time Prediction of {COVID-19} related Mortality using Electronic
Health Records},
journal = {CoRR},
volume = {abs/2008.13412},
year = {2020},
url = {https://arxiv.org/abs/2008.13412},
eprinttype = {arXiv},
eprint = {2008.13412},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-13412.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04296,
author = {Ossama Ahmed and
Frederik Tr{\"{a}}uble and
Anirudh Goyal and
Alexander Neitz and
Manuel W{\"{u}}thrich and
Yoshua Bengio and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
title = {CausalWorld: {A} Robotic Manipulation Benchmark for Causal Structure
and Transfer Learning},
journal = {CoRR},
volume = {abs/2010.04296},
year = {2020},
url = {https://arxiv.org/abs/2010.04296},
eprinttype = {arXiv},
eprint = {2010.04296},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07093,
author = {Muhammad Waleed Gondal and
Shruti Joshi and
Nasim Rahaman and
Stefan Bauer and
Manuel W{\"{u}}thrich and
Bernhard Sch{\"{o}}lkopf},
title = {Function Contrastive Learning of Transferable Representations},
journal = {CoRR},
volume = {abs/2010.07093},
year = {2020},
url = {https://arxiv.org/abs/2010.07093},
eprinttype = {arXiv},
eprint = {2010.07093},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-14407,
author = {Andrea Dittadi and
Frederik Tr{\"{a}}uble and
Francesco Locatello and
Manuel W{\"{u}}thrich and
Vaibhav Agrawal and
Ole Winther and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf},
title = {On the Transfer of Disentangled Representations in Realistic Settings},
journal = {CoRR},
volume = {abs/2010.14407},
year = {2020},
url = {https://arxiv.org/abs/2010.14407},
eprinttype = {arXiv},
eprint = {2010.14407},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-14407.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-14766,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {A Sober Look at the Unsupervised Learning of Disentangled Representations
and their Evaluation},
journal = {CoRR},
volume = {abs/2010.14766},
year = {2020},
url = {https://arxiv.org/abs/2010.14766},
eprinttype = {arXiv},
eprint = {2010.14766},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-14766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03769,
author = {August DuMont Sch{\"{u}}tte and
J{\"{u}}rgen Hetzel and
Sergios Gatidis and
Tobias Hepp and
Benedikt Dietz and
Stefan Bauer and
Patrick Schwab},
title = {Overcoming Barriers to Data Sharing with Medical Image Generation:
{A} Comprehensive Evaluation},
journal = {CoRR},
volume = {abs/2012.03769},
year = {2020},
url = {https://arxiv.org/abs/2012.03769},
eprinttype = {arXiv},
eprint = {2012.03769},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/StimperBESX19,
author = {Vincent Stimper and
Stefan Bauer and
Ralph Ernstorfer and
Bernhard Sch{\"{o}}lkopf and
Rui Patrick Xian},
title = {Multidimensional Contrast Limited Adaptive Histogram Equalization},
journal = {{IEEE} Access},
volume = {7},
pages = {165437--165447},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2952899},
doi = {10.1109/ACCESS.2019.2952899},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/StimperBESX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/MiladinovicMBSN19,
author = {{\DH}or{\dh}e Miladinovic and
Christine Muheim and
Stefan Bauer and
Andrea Spinnler and
Daniela Noain and
Mojtaba Bandarabadi and
Benjamin Gallusser and
Gabriel Krummenacher and
Christian R. Baumann and
Antoine Adamantidis and
Steven A. Brown and
Joachim M. Buhmann},
title = {{SPINDLE:} End-to-end learning from {EEG/EMG} to extrapolate animal
sleep scoring across experimental settings, labs and species},
journal = {PLoS Comput. Biol.},
volume = {15},
number = {4},
year = {2019},
url = {https://doi.org/10.1371/journal.pcbi.1006968},
doi = {10.1371/JOURNAL.PCBI.1006968},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/MiladinovicMBSN19.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 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WenkGBG0B19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LocatelloBLRGSB19,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {Challenging Common Assumptions in the Unsupervised Learning of Disentangled
Representations},
booktitle = {Reproducibility in Machine Learning, {ICLR} 2019 Workshop, New Orleans,
Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Byg6VhUp8V},
timestamp = {Thu, 25 Jul 2019 16:26:31 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LocatelloBLRGSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MiladinovicGSBB19,
author = {{\DH}or{\dh}e Miladinovic and
Muhammad Waleed Gondal and
Bernhard Sch{\"{o}}lkopf and
Joachim M. Buhmann and
Stefan Bauer},
title = {Disentangled State Space Models: Unsupervised Learning of dynamics
across Heterogeneous Environments},
booktitle = {Deep Generative Models for Highly Structured Data, {ICLR} 2019 Workshop,
New Orleans, Louisiana, United States, May 6, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=HklaEUUtON},
timestamp = {Thu, 25 Jul 2019 16:26:32 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MiladinovicGSBB19.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/LocatelloBLRGSB19,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Gunnar R{\"{a}}tsch and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Challenging Common Assumptions in the Unsupervised Learning of Disentangled
Representations},
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 = {4114--4124},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/locatello19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LocatelloBLRGSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuterMSB19,
author = {Raphael Suter and
{\DH}or{\dh}e Miladinovic and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Robustly Disentangled Causal Mechanisms: Validating Deep Representations
for Interventional Robustness},
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 = {6056--6065},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/suter19a.html},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuterMSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LocatelloARBSB19,
author = {Francesco Locatello and
Gabriele Abbati and
Thomas Rainforth and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {On the Fairness of Disentangled Representations},
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 = {14584--14597},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/1b486d7a5189ebe8d8c46afc64b0d1b4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LocatelloARBSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GondalWMLBVABSB19,
author = {Muhammad Waleed Gondal and
Manuel Wuthrich and
Djordje Miladinovic and
Francesco Locatello and
Martin Breidt and
Valentin Volchkov and
Joel Akpo and
Olivier Bachem and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {On the Transfer of Inductive Bias from Simulation to the Real World:
a New Disentanglement Dataset},
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 = {15714--15725},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d97d404b6119214e4a7018391195240a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GondalWMLBVABSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00981,
author = {Patrick Schwab and
Lorenz Linhardt and
Stefan Bauer and
Joachim M. Buhmann and
Walter Karlen},
title = {Learning Counterfactual Representations for Estimating Individual
Dose-Response Curves},
journal = {CoRR},
volume = {abs/1902.00981},
year = {2019},
url = {http://arxiv.org/abs/1902.00981},
eprinttype = {arXiv},
eprint = {1902.00981},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-04524,
author = {Diego Agudelo{-}Espa{\~{n}}a and
Sebasti{\'{a}}n G{\'{o}}mez{-}Gonz{\'{a}}lez and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf and
Jan Peters},
title = {Bayesian Online Detection and Prediction of Change Points},
journal = {CoRR},
volume = {abs/1902.04524},
year = {2019},
url = {http://arxiv.org/abs/1902.04524},
eprinttype = {arXiv},
eprint = {1902.04524},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-04524.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-1902-08480,
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-1905-01258,
author = {Francesco Locatello and
Michael Tschannen and
Stefan Bauer and
Gunnar R{\"{a}}tsch and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {Disentangling Factors of Variation Using Few Labels},
journal = {CoRR},
volume = {abs/1905.01258},
year = {2019},
url = {http://arxiv.org/abs/1905.01258},
eprinttype = {arXiv},
eprint = {1905.01258},
timestamp = {Mon, 27 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-01258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-13662,
author = {Francesco Locatello and
Gabriele Abbati and
Tom Rainforth and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {On the Fairness of Disentangled Representations},
journal = {CoRR},
volume = {abs/1905.13662},
year = {2019},
url = {http://arxiv.org/abs/1905.13662},
eprinttype = {arXiv},
eprint = {1905.13662},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-13662.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03255,
author = {{\DH}or{\dh}e Miladinovic and
Muhammad Waleed Gondal and
Bernhard Sch{\"{o}}lkopf and
Joachim M. Buhmann and
Stefan Bauer},
title = {Disentangled State Space Representations},
journal = {CoRR},
volume = {abs/1906.03255},
year = {2019},
url = {http://arxiv.org/abs/1906.03255},
eprinttype = {arXiv},
eprint = {1906.03255},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03255.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-03292,
author = {Muhammad Waleed Gondal and
Manuel W{\"{u}}thrich and
{\DH}or{\dh}e Miladinovic and
Francesco Locatello and
Martin Breidt and
Valentin Volchkov and
Joel Akpo and
Olivier Bachem and
Bernhard Sch{\"{o}}lkopf and
Stefan Bauer},
title = {On the Transfer of Inductive Bias from Simulation to the Real World:
a New Disentanglement Dataset},
journal = {CoRR},
volume = {abs/1906.03292},
year = {2019},
url = {http://arxiv.org/abs/1906.03292},
eprinttype = {arXiv},
eprint = {1906.03292},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-03292.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01075,
author = {Nan Rosemary Ke and
Olexa Bilaniuk and
Anirudh Goyal and
Stefan Bauer and
Hugo Larochelle and
Chris Pal and
Yoshua Bengio},
title = {Learning Neural Causal Models from Unknown Interventions},
journal = {CoRR},
volume = {abs/1910.01075},
year = {2019},
url = {http://arxiv.org/abs/1910.01075},
eprinttype = {arXiv},
eprint = {1910.01075},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Bauer18,
author = {Stefan Bauer},
title = {Statistical Inference in Dynamical Systems},
school = {{ETH} Zurich, Z{\"{u}}rich, Switzerland},
year = {2018},
url = {https://hdl.handle.net/20.500.11850/265934},
doi = {10.3929/ETHZ-B-000265934},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Bauer18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NeitzPBS18,
author = {Alexander Neitz and
Giambattista Parascandolo and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical
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 = {9838--9848},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/0f0ee3310223fe38a989b2c818709393-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NeitzPBS18.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-1808-04768,
author = {Alexander Neitz and
Giambattista Parascandolo and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf},
title = {Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical
Models},
journal = {CoRR},
volume = {abs/1808.04768},
year = {2018},
url = {http://arxiv.org/abs/1808.04768},
eprinttype = {arXiv},
eprint = {1808.04768},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11776,
author = {Niklas Pfister and
Stefan Bauer and
Jonas Peters},
title = {Identifying Causal Structure in Large-Scale Kinetic Systems},
journal = {CoRR},
volume = {abs/1810.11776},
year = {2018},
url = {http://arxiv.org/abs/1810.11776},
eprinttype = {arXiv},
eprint = {1810.11776},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11776.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00007,
author = {Raphael Suter and
{\DH}or{\dh}e Miladinovic and
Stefan Bauer and
Bernhard Sch{\"{o}}lkopf},
title = {Interventional Robustness of Deep Latent Variable Models},
journal = {CoRR},
volume = {abs/1811.00007},
year = {2018},
url = {http://arxiv.org/abs/1811.00007},
eprinttype = {arXiv},
eprint = {1811.00007},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02629,
author = {Spyridon Bakas and
Mauricio Reyes and
Andr{\'{a}}s Jakab and
Stefan Bauer and
Markus Rempfler and
Alessandro Crimi and
Russell Takeshi Shinohara and
Christoph Berger and
Sung Min Ha and
Martin Rozycki and
Marcel Prastawa and
Esther Alberts and
Jana Lipkov{\'{a}} and
John B. Freymann and
Justin S. Kirby and
Michel Bilello and
Hassan M. Fathallah{-}Shaykh and
Roland Wiest and
Jan Kirschke and
Benedikt Wiestler and
Rivka R. Colen and
Aikaterini Kotrotsou and
Pamela LaMontagne and
Daniel S. Marcus and
Mikhail Milchenko and
Arash Nazeri and
Marc{-}Andr{\'{e}} Weber and
Abhishek Mahajan and
Ujjwal Baid and
Dongjin Kwon and
Manu Agarwal and
Mahbubul Alam and
Alberto Albiol and
Antonio Albiol and
Alex Varghese and
Tran Anh Tuan and
Tal Arbel and
Aaron Avery and
Pranjal B. and
Subhashis Banerjee and
Thomas Batchelder and
Kayhan N. Batmanghelich and
Enzo Battistella and
Martin Bendszus and
Eze Benson and
Jos{\'{e}} Bernal and
George Biros and
Mariano Cabezas and
Siddhartha Chandra and
Yi{-}Ju Chang and
et al.},
title = {Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation,
Progression Assessment, and Overall Survival Prediction in the {BRATS}
Challenge},
journal = {CoRR},
volume = {abs/1811.02629},
year = {2018},
url = {http://arxiv.org/abs/1811.02629},
eprinttype = {arXiv},
eprint = {1811.02629},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12359,
author = {Francesco Locatello and
Stefan Bauer and
Mario Lucic and
Sylvain Gelly and
Bernhard Sch{\"{o}}lkopf and
Olivier Bachem},
title = {Challenging Common Assumptions in the Unsupervised Learning of Disentangled
Representations},
journal = {CoRR},
volume = {abs/1811.12359},
year = {2018},
url = {http://arxiv.org/abs/1811.12359},
eprinttype = {arXiv},
eprint = {1811.12359},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/BauerBC17,
author = {Stefan Bauer and
Edward W. N. Bernroider and
Katharina Chudzikowski},
title = {Prevention is better than cure! Designing information security awareness
programs to overcome users' non-compliance with information security
policies in banks},
journal = {Comput. Secur.},
volume = {68},
pages = {145--159},
year = {2017},
url = {https://doi.org/10.1016/j.cose.2017.04.009},
doi = {10.1016/J.COSE.2017.04.009},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/compsec/BauerBC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/db/BauerB17,
author = {Stefan Bauer and
Edward W. N. Bernroider},
title = {From Information Security Awareness to Reasoned Compliant Action:
Analyzing Information Security Policy Compliance in a Large Banking
Organization},
journal = {Data Base},
volume = {48},
number = {3},
pages = {44--68},
year = {2017},
url = {https://doi.org/10.1145/3130515.3130519},
doi = {10.1145/3130515.3130519},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/db/BauerB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/GorbachBFBB17,
author = {Nico S. Gorbach and
Andrew An Bian and
Benjamin Fischer and
Stefan Bauer and
Joachim M. Buhmann},
editor = {Volker Roth and
Thomas Vetter},
title = {Model Selection for Gaussian Process Regression},
booktitle = {Pattern Recognition - 39th German Conference, {GCPR} 2017, Basel,
Switzerland, September 12-15, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10496},
pages = {306--318},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66709-6\_25},
doi = {10.1007/978-3-319-66709-6\_25},
timestamp = {Mon, 26 Jun 2023 20:48:30 +0200},
biburl = {https://dblp.org/rec/conf/dagm/GorbachBFBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/AbbatiBWSHBSB17,
author = {Gabriele Abbati and
Stefan Bauer and
Sebastian Winklhofer and
Peter J. Sch{\"{u}}ffler and
Ulrike Held and
Jakob M. Burgstaller and
Johann Steurer and
Joachim M. Buhmann},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {MRI-Based Surgical Planning for Lumbar Spinal Stenosis},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {10435},
pages = {116--124},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66179-7\_14},
doi = {10.1007/978-3-319-66179-7\_14},
timestamp = {Fri, 09 Apr 2021 18:52:06 +0200},
biburl = {https://dblp.org/rec/conf/miccai/AbbatiBWSHBSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GorbachBB17,
author = {Nico S. Gorbach and
Stefan Bauer 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 = {Scalable Variational Inference for Dynamical Systems},
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 = {4806--4815},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/e71e5cd119bbc5797164fb0cd7fd94a4-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/GorbachBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BauerGMB17,
author = {Stefan Bauer and
Nico S. Gorbach and
{\DH}or{\dh}e Miladinovic 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 = {Efficient and Flexible Inference for Stochastic Systems},
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 = {6988--6998},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/e0126439e08ddfbdf4faa952dc910590-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BauerGMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/ObwegeserB16,
author = {Nikolaus Obwegeser and
Stefan Bauer},
editor = {Fiona Fui{-}Hoon Nah and
Chuan{-}Hoo Tan},
title = {Digital Innovation and the Becoming of an Organizational Identity},
booktitle = {{HCI} in Business, Government, and Organizations: eCommerce and Innovation
- Third International Conference, {HCIBGO} 2016, Held as Part of {HCI}
International 2016, Toronto, Canada, July 17-22, 2016, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9751},
pages = {556--564},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-39396-4\_51},
doi = {10.1007/978-3-319-39396-4\_51},
timestamp = {Tue, 14 May 2019 10:00:43 +0200},
biburl = {https://dblp.org/rec/conf/hci/ObwegeserB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BauerSP16,
author = {Stefan Bauer and
Bernhard Sch{\"{o}}lkopf and
Jonas Peters},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {The Arrow of Time in Multivariate Time Series},
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 = {2043--2051},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/bauer16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/BauerSP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcis/BauerOA16,
author = {Stefan Bauer and
Nikolaus Obwegeser and
Zlatko Avdagic},
title = {Corporate Accelerators: Transferring Technology Innovation to Incumbent
Companies},
booktitle = {10th Mediterranean Conference on Information Systems, {MCIS} 2016,
Paphos, Cyprus, 4-6 September 2016},
pages = {57},
publisher = {University of Nicosia / AISeL},
year = {2016},
url = {http://aisel.aisnet.org/mcis2016/57},
timestamp = {Mon, 07 Nov 2016 15:36:34 +0100},
biburl = {https://dblp.org/rec/conf/mcis/BauerOA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BauerCSFWB16,
author = {Stefan Bauer and
Nicolas Carion and
Peter J. Sch{\"{u}}ffler and
Thomas J. Fuchs and
Peter J. Wild and
Joachim M. Buhmann},
title = {Multi-Organ Cancer Classification and Survival Analysis},
journal = {CoRR},
volume = {abs/1606.00897},
year = {2016},
url = {http://arxiv.org/abs/1606.00897},
eprinttype = {arXiv},
eprint = {1606.00897},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BauerCSFWB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/MenzeJBKFKBPSWL15,
author = {Bjoern H. Menze and
Andr{\'{a}}s Jakab and
Stefan Bauer and
Jayashree Kalpathy{-}Cramer and
Keyvan Farahani and
Justin S. Kirby and
Yuliya Burren and
Nicole Porz and
Johannes Slotboom and
Roland Wiest and
Levente Lanczi and
Elizabeth R. Gerstner and
Marc{-}Andr{\'{e}} Weber and
Tal Arbel and
Brian B. Avants and
Nicholas Ayache and
Patricia Buendia and
D. Louis Collins and
Nicolas Cordier and
Jason J. Corso and
Antonio Criminisi and
Tilak Das and
Herve Delingette and
{\c{C}}agatay Demiralp and
Christopher R. Durst and
Michel Dojat and
Senan Doyle and
Joana Festa and
Florence Forbes and
Ezequiel Geremia and
Ben Glocker and
Polina Golland and
Xiaotao Guo and
Andac Hamamci and
Khan M. Iftekharuddin and
Raj Jena and
Nigel M. John and
Ender Konukoglu and
Danial Lashkari and
Jos{\'{e}} Antonio Mariz and
Raphael Meier and
S{\'{e}}rgio Pereira and
Doina Precup and
Stephen J. Price and
Tammy Riklin Raviv and
Syed M. S. Reza and
Michael T. Ryan and
Duygu Sarikaya and
Lawrence H. Schwartz and
Hoo{-}Chang Shin and
Jamie Shotton and
Carlos A. Silva and
Nuno J. Sousa and
Nagesh K. Subbanna and
G{\'{a}}bor Sz{\'{e}}kely and
Thomas J. Taylor and
Owen M. Thomas and
Nicholas J. Tustison and
G{\"{o}}zde B. {\"{U}}nal and
Flor Vasseur and
Max Wintermark and
Dong Hye Ye and
Liang Zhao and
Binsheng Zhao and
Darko Zikic and
Marcel Prastawa and
Mauricio Reyes and
Koen Van Leemput},
title = {The Multimodal Brain Tumor Image Segmentation Benchmark {(BRATS)}},
journal = {{IEEE} Trans. Medical Imaging},
volume = {34},
number = {10},
pages = {1993--2024},
year = {2015},
url = {https://doi.org/10.1109/TMI.2014.2377694},
doi = {10.1109/TMI.2014.2377694},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/MenzeJBKFKBPSWL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/BauerC15,
author = {Stefan Bauer and
Katharina Chudzikowski},
title = {Mind the Threat! {A} Qualitative Case Study on Information Security
Awareness Programs in European Banks},
booktitle = {21st Americas Conference on Information Systems, {AMCIS} 2015, Puerto
Rico, August 13-15, 2015},
publisher = {Association for Information Systems},
year = {2015},
url = {http://aisel.aisnet.org/amcis2015/ISSecurity/GeneralPresentations/18},
timestamp = {Sun, 13 Dec 2015 13:10:52 +0100},
biburl = {https://dblp.org/rec/conf/amcis/BauerC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/DanielsonB15,
author = {Claus Danielson and
Stefan Bauer},
title = {Numerical decomposition of symmetric linear systems},
booktitle = {54th {IEEE} Conference on Decision and Control, {CDC} 2015, Osaka,
Japan, December 15-18, 2015},
pages = {2061--2066},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CDC.2015.7402510},
doi = {10.1109/CDC.2015.7402510},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/cdc/DanielsonB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/BauerB15,
author = {Stefan Bauer and
Edward W. N. Bernroider},
editor = {Theo Tryfonas and
Ioannis G. Askoxylakis},
title = {The Effects of Awareness Programs on Information Security in Banks:
The Roles of Protection Motivation and Monitoring},
booktitle = {Human Aspects of Information Security, Privacy, and Trust - Third
International Conference, {HAS} 2015, Held as Part of {HCI} International
2015, Los Angeles, CA, USA, August 2-7, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9190},
pages = {154--164},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20376-8\_14},
doi = {10.1007/978-3-319-20376-8\_14},
timestamp = {Tue, 14 May 2019 10:00:43 +0200},
biburl = {https://dblp.org/rec/conf/hci/BauerB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cts/ZimmermannBLRB14,
author = {Markus Zimmermann and
Stefan Bauer and
Niklas Lutteken and
Iris M. Rothkirch and
Klaus{-}Josef Bengler},
title = {Acting together by mutual control: Evaluation of a multimodal interaction
concept for cooperative driving},
booktitle = {2014 International Conference on Collaboration Technologies and Systems,
{CTS} 2014, Minneapolis, MN, USA, May 19-23, 2014},
pages = {227--235},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CTS.2014.6867569},
doi = {10.1109/CTS.2014.6867569},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/cts/ZimmermannBLRB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/BauerGGRW14,
author = {Stefan Bauer and
Pascal P. Gratz and
Jan Gralla and
Mauricio Reyes and
Roland Wiest},
title = {Towards automatic {MRI} volumetry for treatment selection in acute
ischemic stroke patients},
booktitle = {36th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August
26-30, 2014},
pages = {1521--1524},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EMBC.2014.6943891},
doi = {10.1109/EMBC.2014.6943891},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/BauerGGRW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BauerPMPSWR14,
author = {Stefan Bauer and
Nicole Porz and
Raphael Meier and
Alessia Pica and
Johannes Slotboom and
Roland Wiest and
Mauricio Reyes},
title = {Interactive segmentation of {MR} images from brain tumor patients},
booktitle = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
pages = {862--865},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISBI.2014.6868007},
doi = {10.1109/ISBI.2014.6868007},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/BauerPMPSWR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MeierBSWR14,
author = {Raphael Meier and
Stefan Bauer and
Johannes Slotboom and
Roland Wiest and
Mauricio Reyes},
editor = {Polina Golland and
Nobuhiko Hata and
Christian Barillot and
Joachim Hornegger and
Robert D. Howe},
title = {Patient-Specific Semi-supervised Learning for Postoperative Brain
Tumor Segmentation},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2014 - 17th International Conference, Boston, MA, USA, September 14-18,
2014, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8673},
pages = {714--721},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10404-1\_89},
doi = {10.1007/978-3-319-10404-1\_89},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/MeierBSWR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imst/BauerLMNBR13,
author = {Stefan Bauer and
Huanxiang Lu and
Christian May and
Lutz{-}Peter Nolte and
Philippe B{\"{u}}chler and
Mauricio Reyes},
title = {Integrated segmentation of brain tumor images for radiotherapy and
neurosurgery},
journal = {Int. J. Imaging Syst. Technol.},
volume = {23},
number = {1},
pages = {59--63},
year = {2013},
url = {https://doi.org/10.1002/ima.22037},
doi = {10.1002/IMA.22037},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imst/BauerLMNBR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conf-irm/BauerB13,
author = {Stefan Bauer and
Edward W. N. Bernroider},
title = {{IT} operational risk awareness building in banking companies: {A}
preliminary research design highlighting the importance of risk cultures
and control systems},
booktitle = {{CONF-IRM} 2013, The International Conference on Information Resources
Management: Managing {IT} in a Consumerized {IT} World, Natal, Brazil,
May 22-24, 2013},
pages = {56},
year = {2013},
url = {http://aisel.aisnet.org/confirm2013/56},
timestamp = {Tue, 29 Nov 2016 10:34:19 +0100},
biburl = {https://dblp.org/rec/conf/conf-irm/BauerB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/StreiterBBW13,
author = {Robin Streiter and
Sven Bauer and
Stefan Bauer and
Gerd Wanielik},
title = {{GNSS} correction services for {ITS} applications a performance analysis
of {EGNOS} and {IGS}},
booktitle = {16th International {IEEE} Conference on Intelligent Transportation
Systems, {ITSC} 2013, The Hague, The Netherlands, October 6-9, 2013},
pages = {1516--1521},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ITSC.2013.6728445},
doi = {10.1109/ITSC.2013.6728445},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/itsc/StreiterBBW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BauerTKNR13,
author = {Stefan Bauer and
Jean Tessier and
Oliver Krieter and
Lutz{-}Peter Nolte and
Mauricio Reyes},
editor = {Bjoern H. Menze and
Georg Langs and
Albert Montillo and
B. Michael Kelm and
Henning M{\"{u}}ller and
Zhuowen Tu},
title = {Integrated Spatio-Temporal Segmentation of Longitudinal Brain Tumor
Imaging Studies},
booktitle = {Medical Computer Vision. Large Data in Medical Imaging - Third International
{MICCAI} Workshop, {MCV} 2013, Nagoya, Japan, September 26, 2013,
Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8331},
pages = {74--83},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-05530-5\_8},
doi = {10.1007/978-3-319-05530-5\_8},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BauerTKNR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/BauerMDSBR12,
author = {Stefan Bauer and
Christian May and
Dimitra D. Dionysiou and
Georgios S. Stamatakos and
Philippe B{\"{u}}chler and
Mauricio Reyes},
title = {Multiscale Modeling for Image Analysis of Brain Tumor Studies},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {59},
number = {1},
pages = {25--29},
year = {2012},
url = {https://doi.org/10.1109/TBME.2011.2163406},
doi = {10.1109/TBME.2011.2163406},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/BauerMDSBR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/conf-irm/Bauer12,
author = {Stefan Bauer},
title = {A Literature Review on Operational {IT} Risks and Regulations of Institutions
in the Financial Service Sector},
booktitle = {{CONF-IRM} 2012, The International Conference on Information Resources
Management: Information Systems and Accountability in a Digital World,
Vienna, Austria, May 21-23, 2012},
pages = {58},
year = {2012},
url = {http://aisel.aisnet.org/confirm2012/58},
timestamp = {Wed, 20 Jun 2018 17:07:22 +0200},
biburl = {https://dblp.org/rec/conf/conf-irm/Bauer12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-0357,
author = {Stefan Bauer and
Lutz{-}Peter Nolte and
Mauricio Reyes},
title = {Skull-stripping for Tumor-bearing Brain Images},
journal = {CoRR},
volume = {abs/1204.0357},
year = {2012},
url = {http://arxiv.org/abs/1204.0357},
eprinttype = {arXiv},
eprint = {1204.0357},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-0357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/insk/Bauer11,
author = {Stefan Bauer},
title = {Das vernetzte Fahrzeug - Herausforderungen f{\"{u}}r die {IT}},
journal = {Inform. Spektrum},
volume = {34},
number = {1},
pages = {38--41},
year = {2011},
url = {https://doi.org/10.1007/s00287-010-0504-9},
doi = {10.1007/S00287-010-0504-9},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/insk/Bauer11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/BauerNR11,
author = {Stefan Bauer and
Lutz{-}Peter Nolte and
Mauricio Reyes},
title = {Segmentation of brain tumor images based on atlas-registration combined
with a Markov-Random-Field lesion growth model},
booktitle = {Proceedings of the 8th {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011,
Chicago, Illinois, {USA}},
pages = {2018--2021},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISBI.2011.5872808},
doi = {10.1109/ISBI.2011.5872808},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/BauerNR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BauerNR11,
author = {Stefan Bauer and
Lutz{-}Peter Nolte and
Mauricio Reyes},
editor = {Gabor Fichtinger and
Anne L. Martel and
Terry M. Peters},
title = {Fully Automatic Segmentation of Brain Tumor Images Using Support Vector
Machine Classification in Combination with Hierarchical Conditional
Random Field Regularization},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2011 - 14th International Conference, Toronto, Canada, September 18-22,
2011, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6893},
pages = {354--361},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23626-6\_44},
doi = {10.1007/978-3-642-23626-6\_44},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BauerNR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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