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BibTeX records: Stefan Bauer
@article{DBLP:journals/entropy/KarimiMamaghanDBJQ24, 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 = {Entropy}, volume = {26}, number = {7}, pages = {556}, year = {2024}, url = {https://doi.org/10.3390/e26070556}, doi = {10.3390/E26070556}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/entropy/KarimiMamaghanDBJQ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@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} }
@inproceedings{DBLP:conf/icml/Karimi-Mamaghan24, author = {Amir Mohammad Karimi{-}Mamaghan and Panagiotis Tigas and Karl Henrik Johansson and Yarin Gal and Yashas Annadani and Stefan Bauer}, title = {Challenges and Considerations in the Evaluation of Bayesian Causal Discovery}, booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024, Vienna, Austria, July 21-27, 2024}, publisher = {OpenReview.net}, year = {2024}, url = {https://openreview.net/forum?id=bqgtkBDkNs}, timestamp = {Mon, 02 Sep 2024 16:45:29 +0200}, biburl = {https://dblp.org/rec/conf/icml/Karimi-Mamaghan24.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 = {Mon, 15 Jul 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/corr/abs-2404-04062, author = {Ye Wei and Bo Peng and Ruiwen Xie and Yangtao Chen and Yu Qin and Peng Wen and Stefan Bauer and Po{-}Yen Tung}, title = {Derivative-free tree optimization for complex systems}, journal = {CoRR}, volume = {abs/2404.04062}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.04062}, doi = {10.48550/ARXIV.2404.04062}, eprinttype = {arXiv}, eprint = {2404.04062}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-04062.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-04161, author = {Ricardo Vinuesa and Jean Rabault and Hossein Azizpour and Stefan Bauer and Bingni W. Brunton and Arne Elofsson and Elias Jarlebring and Hedvig Kjellstr{\"{o}}m and Stefano Markidis and David Marlevi and Paola Cinnella and Steven L. Brunton}, title = {Opportunities for machine learning in scientific discovery}, journal = {CoRR}, volume = {abs/2405.04161}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.04161}, doi = {10.48550/ARXIV.2405.04161}, eprinttype = {arXiv}, eprint = {2405.04161}, timestamp = {Fri, 07 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-04161.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-16718, author = {Yashas Annadani and Panagiotis Tigas and Stefan Bauer and Adam Foster}, title = {Amortized Active Causal Induction with Deep Reinforcement Learning}, journal = {CoRR}, volume = {abs/2405.16718}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.16718}, doi = {10.48550/ARXIV.2405.16718}, eprinttype = {arXiv}, eprint = {2405.16718}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-16718.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-03209, author = {Amir Mohammad Karimi{-}Mamaghan and Panagiotis Tigas and Karl Henrik Johansson and Yarin Gal and Yashas Annadani and Stefan Bauer}, title = {Challenges and Considerations in the Evaluation of Bayesian Causal Discovery}, journal = {CoRR}, volume = {abs/2406.03209}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.03209}, doi = {10.48550/ARXIV.2406.03209}, eprinttype = {arXiv}, eprint = {2406.03209}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-03209.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-15589, author = {Amir Mohammad Karimi{-}Mamaghan and Samuele Papa and Karl Henrik Johansson and Stefan Bauer and Andrea Dittadi}, title = {Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models}, journal = {CoRR}, volume = {abs/2407.15589}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.15589}, doi = {10.48550/ARXIV.2407.15589}, eprinttype = {arXiv}, eprint = {2407.15589}, timestamp = {Mon, 19 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-15589.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 = {Sat, 27 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} }
@article{DBLP:journals/tmlr/KeBGBLSMPB23, author = {Nan Rosemary Ke and Olexa Bilaniuk and Anirudh Goyal and Stefan Bauer and Hugo Larochelle and Bernhard Sch{\"{o}}lkopf and Michael Curtis Mozer and Christopher Pal and Yoshua Bengio}, title = {Neural Causal Structure Discovery from Interventions}, journal = {Trans. Mach. Learn. Res.}, volume = {2023}, year = {2023}, url = {https://openreview.net/forum?id=rdHVPPVuXa}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmlr/KeBGBLSMPB23.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/forum?id=3k5CUGDLNdd}, timestamp = {Wed, 24 Jul 2024 01:00:00 +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/forum?id=O\_lFCPaF48t}, timestamp = {Wed, 24 Jul 2024 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, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/CaldarelliWB022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/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, 14 Aug 2024 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, 02 Sep 2024 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 = {https://jmlr.org/papers/v21/19-976.html}, timestamp = {Wed, 11 Sep 2024 01:00:00 +0200}, 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, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icra/Agudelo-EspanaZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/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 = {Tue, 07 May 2024 20:09:01 +0200}, 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 = {Mon, 02 Sep 2024 01:00:00 +0200}, 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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