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ORCIDBibTeX records: Jonas Peters
@article{DBLP:journals/pami/SaengkyongamTPP23,
author = {Sorawit Saengkyongam and
Nikolaj Thams and
Jonas Peters and
Niklas Pfister},
title = {Invariant Policy Learning: {A} Causal Perspective},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {7},
pages = {8606--8620},
year = {2023},
url = {https://doi.org/10.1109/TPAMI.2022.3232363},
doi = {10.1109/TPAMI.2022.3232363},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/SaengkyongamTPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00636,
author = {Frederik Hytting J{\o}rgensen and
Sebastian Weichwald and
Jonas Peters},
title = {Unfair Utilities and First Steps Towards Improving Them},
journal = {CoRR},
volume = {abs/2306.00636},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00636},
doi = {10.48550/ARXIV.2306.00636},
eprinttype = {arXiv},
eprint = {2306.00636},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10983,
author = {Sorawit Saengkyongam and
Niklas Pfister and
Predrag V. Klasnja and
Susan A. Murphy and
Jonas Peters},
title = {Effect-Invariant Mechanisms for Policy Generalization},
journal = {CoRR},
volume = {abs/2306.10983},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10983},
doi = {10.48550/ARXIV.2306.10983},
eprinttype = {arXiv},
eprint = {2306.10983},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10983.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04295,
author = {Sorawit Saengkyongam and
Elan Rosenfeld and
Pradeep Ravikumar and
Niklas Pfister and
Jonas Peters},
title = {Identifying Representations for Intervention Extrapolation},
journal = {CoRR},
volume = {abs/2310.04295},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04295},
doi = {10.48550/ARXIV.2310.04295},
eprinttype = {arXiv},
eprint = {2310.04295},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05805,
author = {Nicola Gnecco and
Jonas Peters and
Sebastian Engelke and
Niklas Pfister},
title = {Boosted Control Functions},
journal = {CoRR},
volume = {abs/2310.05805},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.05805},
doi = {10.48550/ARXIV.2310.05805},
eprinttype = {arXiv},
eprint = {2310.05805},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-05805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/JakobsenSBP22,
author = {Martin Emil Jakobsen and
Rajen Dinesh Shah and
Peter B{\"{u}}hlmann and
Jonas Peters},
title = {Structure Learning for Directed Trees},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {159:1--159:97},
year = {2022},
url = {http://jmlr.org/papers/v23/21-1159.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/JakobsenSBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ChristiansenPJG22,
author = {Rune Christiansen and
Niklas Pfister and
Martin Emil Jakobsen and
Nicola Gnecco and
Jonas Peters},
title = {A Causal Framework for Distribution Generalization},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {10},
pages = {6614--6630},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3094760},
doi = {10.1109/TPAMI.2021.3094760},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ChristiansenPJG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MogensenTP22,
author = {Phillip B. Mogensen and
Nikolaj Thams and
Jonas Peters},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Invariant Ancestry Search},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {15832--15857},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/mogensen22a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MogensenTP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SaengkyongamHPP22,
author = {Sorawit Saengkyongam and
Leonard Henckel and
Niklas Pfister and
Jonas Peters},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Exploiting Independent Instruments: Identification and Distribution
Generalization},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {18935--18958},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/saengkyongam22a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SaengkyongamHPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PfisterP22,
author = {Niklas Pfister and
Jonas Peters},
editor = {James Cussens and
Kun Zhang},
title = {Identifiability of sparse causal effects using instrumental variables},
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 = {1613--1622},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/pfister22a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/PfisterP22.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-2202-00913,
author = {Phillip B. Mogensen and
Nikolaj Thams and
Jonas Peters},
title = {Invariant Ancestry Search},
journal = {CoRR},
volume = {abs/2202.00913},
year = {2022},
url = {https://arxiv.org/abs/2202.00913},
eprinttype = {arXiv},
eprint = {2202.00913},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-00913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01864,
author = {Sorawit Saengkyongam and
Leonard Henckel and
Niklas Pfister and
Jonas Peters},
title = {Exploiting Independent Instruments: Identification and Distribution
Generalization},
journal = {CoRR},
volume = {abs/2202.01864},
year = {2022},
url = {https://arxiv.org/abs/2202.01864},
eprinttype = {arXiv},
eprint = {2202.01864},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06052,
author = {Sebastian Weichwald and
S{\o}ren Wengel Mogensen and
Tabitha Edith Lee and
Dominik Baumann and
Oliver Kroemer and
Isabelle Guyon and
Sebastian Trimpe and
Jonas Peters and
Niklas Pfister},
title = {Learning by Doing: Controlling a Dynamical System using Causality,
Control, and Reinforcement Learning},
journal = {CoRR},
volume = {abs/2202.06052},
year = {2022},
url = {https://arxiv.org/abs/2202.06052},
eprinttype = {arXiv},
eprint = {2202.06052},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocn/WeichwaldP21,
author = {Sebastian Weichwald and
Jonas Peters},
title = {Causality in Cognitive Neuroscience: Concepts, Challenges, and Distributional
Robustness},
journal = {J. Cogn. Neurosci.},
volume = {33},
number = {2},
pages = {226--247},
year = {2021},
url = {https://doi.org/10.1162/jocn\_a\_01623},
doi = {10.1162/JOCN\_A\_01623},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocn/WeichwaldP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OberstTPS21,
author = {Michael Oberst and
Nikolaj Thams and
Jonas Peters and
David A. Sontag},
editor = {Marina Meila and
Tong Zhang},
title = {Regularizing towards Causal Invariance: Linear Models with Proxies},
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 = {8260--8270},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/oberst21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OberstTPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WeichwaldMLBKGT21,
author = {Sebastian Weichwald and
S{\o}ren Wengel Mogensen and
Tabitha Edith Lee and
Dominik Baumann and
Oliver Kroemer and
Isabelle Guyon and
Sebastian Trimpe and
Jonas Peters and
Niklas Pfister},
editor = {Douwe Kiela and
Marco Ciccone and
Barbara Caputo},
title = {Learning by Doing: Controlling a Dynamical System using Causality,
Control, and Reinforcement Learning},
booktitle = {NeurIPS 2021 Competitions and Demonstrations Track, 6-14 December
2021, Online},
series = {Proceedings of Machine Learning Research},
volume = {176},
pages = {246--258},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v176/weichwald22a.html},
timestamp = {Thu, 11 Aug 2022 12:07:10 +0200},
biburl = {https://dblp.org/rec/conf/nips/WeichwaldMLBKGT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02477,
author = {Michael Oberst and
Nikolaj Thams and
Jonas Peters and
David A. Sontag},
title = {Regularizing towards Causal Invariance: Linear Models with Proxies},
journal = {CoRR},
volume = {abs/2103.02477},
year = {2021},
url = {https://arxiv.org/abs/2103.02477},
eprinttype = {arXiv},
eprint = {2103.02477},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00808,
author = {Sorawit Saengkyongam and
Nikolaj Thams and
Jonas Peters and
Niklas Pfister},
title = {Invariant Policy Learning: {A} Causal Perspective},
journal = {CoRR},
volume = {abs/2106.00808},
year = {2021},
url = {https://arxiv.org/abs/2106.00808},
eprinttype = {arXiv},
eprint = {2106.00808},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00808.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-08871,
author = {Martin Emil Jakobsen and
Rajen Dinesh Shah and
Peter B{\"{u}}hlmann and
Jonas Peters},
title = {Structure Learning for Directed Trees},
journal = {CoRR},
volume = {abs/2108.08871},
year = {2021},
url = {https://arxiv.org/abs/2108.08871},
eprinttype = {arXiv},
eprint = {2108.08871},
timestamp = {Sat, 25 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-08871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChristiansenP20,
author = {Rune Christiansen and
Jonas Peters},
title = {Switching Regression Models and Causal Inference in the Presence of
Discrete Latent Variables},
journal = {J. Mach. Learn. Res.},
volume = {21},
pages = {41:1--41:46},
year = {2020},
url = {http://jmlr.org/papers/v21/19-407.html},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChristiansenP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-03353,
author = {Martin Emil Jakobsen and
Jonas Peters},
title = {Distributional Robustness of K-class Estimators and the {PULSE}},
journal = {CoRR},
volume = {abs/2005.03353},
year = {2020},
url = {https://arxiv.org/abs/2005.03353},
eprinttype = {arXiv},
eprint = {2005.03353},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-03353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Rojas-CarullaST18,
author = {Mateo Rojas{-}Carulla and
Bernhard Sch{\"{o}}lkopf and
Richard E. Turner and
Jonas Peters},
title = {Invariant Models for Causal Transfer Learning},
journal = {J. Mach. Learn. Res.},
volume = {19},
pages = {36:1--36:34},
year = {2018},
url = {http://jmlr.org/papers/v19/16-432.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Rojas-CarullaST18.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/jmlr/MooijPJZS16,
author = {Joris M. Mooij and
Jonas Peters and
Dominik Janzing and
Jakob Zscheischler and
Bernhard Sch{\"{o}}lkopf},
title = {Distinguishing Cause from Effect Using Observational Data: Methods
and Benchmarks},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {32:1--32:102},
year = {2016},
url = {http://jmlr.org/papers/v17/14-518.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MooijPJZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pnas/ScholkopfHWFJSP16,
author = {Bernhard Sch{\"{o}}lkopf and
David W. Hogg and
Dun Wang and
Daniel Foreman{-}Mackey and
Dominik Janzing and
Carl{-}Johann Simon{-}Gabriel and
Jonas Peters},
title = {Modeling confounding by half-sibling regression},
journal = {Proc. Natl. Acad. Sci. {USA}},
volume = {113},
number = {27},
pages = {7391--7398},
year = {2016},
url = {https://doi.org/10.1073/pnas.1511656113},
doi = {10.1073/PNAS.1511656113},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pnas/ScholkopfHWFJSP16.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}
}
@article{DBLP:journals/corr/BongersPSM16,
author = {Stephan Bongers and
Jonas Peters and
Bernhard Sch{\"{o}}lkopf and
Joris M. Mooij},
title = {Structural Causal Models: Cycles, Marginalizations, Exogenous Reparametrizations
and Reductions},
journal = {CoRR},
volume = {abs/1611.06221},
year = {2016},
url = {http://arxiv.org/abs/1611.06221},
eprinttype = {arXiv},
eprint = {1611.06221},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BongersPSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/PetersB15,
author = {Jonas Peters and
Peter B{\"{u}}hlmann},
title = {Structural Intervention Distance for Evaluating Causal Graphs},
journal = {Neural Comput.},
volume = {27},
number = {3},
pages = {771--799},
year = {2015},
url = {https://doi.org/10.1162/NECO\_a\_00708},
doi = {10.1162/NECO\_A\_00708},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/PetersB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/ScholkopfMFHP15,
author = {Bernhard Sch{\"{o}}lkopf and
Krikamol Muandet and
Kenji Fukumizu and
Stefan Harmeling and
Jonas Peters},
title = {Computing functions of random variables via reproducing kernel Hilbert
space representations},
journal = {Stat. Comput.},
volume = {25},
number = {4},
pages = {755--766},
year = {2015},
url = {https://doi.org/10.1007/s11222-015-9558-5},
doi = {10.1007/S11222-015-9558-5},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/ScholkopfMFHP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScholkopfHWFJSP15,
author = {Bernhard Sch{\"{o}}lkopf and
David W. Hogg and
Dun Wang and
Daniel Foreman{-}Mackey and
Dominik Janzing and
Carl{-}Johann Simon{-}Gabriel and
Jonas Peters},
editor = {Francis R. Bach and
David M. Blei},
title = {Removing systematic errors for exoplanet search via latent causes},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2218--2226},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/scholkopf15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ScholkopfHWFJSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RothenhauslerHP15,
author = {Dominik Rothenh{\"{a}}usler and
Christina Heinze and
Jonas Peters and
Nicolai Meinshausen},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {{BACKSHIFT:} Learning causal cyclic graphs from unknown shift interventions},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1513--1521},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/92262bf907af914b95a0fc33c3f33bf6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RothenhauslerHP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2015aci,
editor = {Ricardo Silva and
Ilya Shpitser and
Robin J. Evans and
Jonas Peters and
Tom Claassen},
title = {Proceedings of the {UAI} 2015 Workshop on Advances in Causal Inference
co-located with the 31st Conference on Uncertainty in Artificial Intelligence
{(UAI} 2015), Amsterdam, The Netherlands, July 16, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1504},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1504},
urn = {urn:nbn:de:0074-1504-0},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/2015aci.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ScholkopfMFP15,
author = {Bernhard Sch{\"{o}}lkopf and
Krikamol Muandet and
Kenji Fukumizu and
Jonas Peters},
title = {Computing Functions of Random Variables via Reproducing Kernel Hilbert
Space Representations},
journal = {CoRR},
volume = {abs/1501.06794},
year = {2015},
url = {http://arxiv.org/abs/1501.06794},
eprinttype = {arXiv},
eprint = {1501.06794},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ScholkopfMFP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ScholkopfHWFJSP15,
author = {Bernhard Sch{\"{o}}lkopf and
David W. Hogg and
Dun Wang and
Daniel Foreman{-}Mackey and
Dominik Janzing and
Carl{-}Johann Simon{-}Gabriel and
Jonas Peters},
title = {Removing systematic errors for exoplanet search via latent causes},
journal = {CoRR},
volume = {abs/1505.03036},
year = {2015},
url = {http://arxiv.org/abs/1505.03036},
eprinttype = {arXiv},
eprint = {1505.03036},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ScholkopfHWFJSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PetersMJS14,
author = {Jonas Peters and
Joris M. Mooij and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
title = {Causal discovery with continuous additive noise models},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {2009--2053},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2670315},
doi = {10.5555/2627435.2670315},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PetersMJS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/2014ci,
editor = {Joris M. Mooij and
Dominik Janzing and
Jonas Peters and
Tom Claassen and
Antti Hyttinen},
title = {Proceedings of the {UAI} 2014 Workshop Causal Inference: Learning
and Prediction co-located with 30th Conference on Uncertainty in Artificial
Intelligence {(UAI} 2014), Quebec City, Canada, July 27, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1274},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1274},
urn = {urn:nbn:de:0074-1274-4},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/2014ci.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MooijPJZS14,
author = {Joris M. Mooij and
Jonas Peters and
Dominik Janzing and
Jakob Zscheischler and
Bernhard Sch{\"{o}}lkopf},
title = {Distinguishing cause from effect using observational data: methods
and benchmarks},
journal = {CoRR},
volume = {abs/1412.3773},
year = {2014},
url = {http://arxiv.org/abs/1412.3773},
eprinttype = {arXiv},
eprint = {1412.3773},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MooijPJZS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BottouPCCCPRSS13,
author = {L{\'{e}}on Bottou and
Jonas Peters and
Joaquin Qui{\~{n}}onero Candela and
Denis Xavier Charles and
Max Chickering and
Elon Portugaly and
Dipankar Ray and
Patrice Y. Simard and
Ed Snelson},
title = {Counterfactual reasoning and learning systems: the example of computational
advertising},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {3207--3260},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2567766},
doi = {10.5555/2567709.2567766},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BottouPCCCPRSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/ScholkopfJPS0M13,
author = {Bernhard Sch{\"{o}}lkopf and
Dominik Janzing and
Jonas Peters and
Eleni Sgouritsa and
Kun Zhang and
Joris M. Mooij},
editor = {Bernhard Sch{\"{o}}lkopf and
Zhiyuan Luo and
Vladimir Vovk},
title = {Semi-supervised Learning in Causal and Anticausal Settings},
booktitle = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
pages = {129--141},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41136-6\_13},
doi = {10.1007/978-3-642-41136-6\_13},
timestamp = {Mon, 04 Apr 2022 16:00:14 +0200},
biburl = {https://dblp.org/rec/conf/birthday/ScholkopfJPS0M13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PetersJS13,
author = {Jonas Peters and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Causal Inference on Time Series using Restricted Structural Equation
Models},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {154--162},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/47d1e990583c9c67424d369f3414728e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PetersJS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SgouritsaJPS13,
author = {Eleni Sgouritsa and
Dominik Janzing and
Jonas Peters and
Bernhard Sch{\"{o}}lkopf},
editor = {Ann E. Nicholson and
Padhraic Smyth},
title = {Identifying Finite Mixtures of Nonparametric Product Distributions
and Causal Inference of Confounders},
booktitle = {Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2013, Bellevue, WA, USA, August 11-15, 2013},
publisher = {{AUAI} Press},
year = {2013},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2417\&\#38;proceeding\_id=29},
timestamp = {Fri, 16 Jul 2021 16:15:58 +0200},
biburl = {https://dblp.org/rec/conf/uai/SgouritsaJPS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SgouritsaJPS13,
author = {Eleni Sgouritsa and
Dominik Janzing and
Jonas Peters and
Bernhard Sch{\"{o}}lkopf},
title = {Identifying Finite Mixtures of Nonparametric Product Distributions
and Causal Inference of Confounders},
journal = {CoRR},
volume = {abs/1309.6860},
year = {2013},
url = {http://arxiv.org/abs/1309.6860},
eprinttype = {arXiv},
eprint = {1309.6860},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SgouritsaJPS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BuhlmannPE13,
author = {Peter B{\"{u}}hlmann and
Jonas Peters and
Jan Ernest},
title = {{CAM:} Causal Additive Models, high-dimensional order search and penalized
regression},
journal = {CoRR},
volume = {abs/1310.1533},
year = {2013},
url = {http://arxiv.org/abs/1310.1533},
eprinttype = {arXiv},
eprint = {1310.1533},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BuhlmannPE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScholkopfJPSZM12,
author = {Bernhard Sch{\"{o}}lkopf and
Dominik Janzing and
Jonas Peters and
Eleni Sgouritsa and
Kun Zhang and
Joris M. Mooij},
title = {On causal and anticausal learning},
booktitle = {Proceedings of the 29th International Conference on Machine Learning,
{ICML} 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012},
publisher = {icml.cc / Omnipress},
year = {2012},
url = {http://icml.cc/2012/papers/625.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ScholkopfJPSZM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3737,
author = {Dominik Janzing and
Eleni Sgouritsa and
Oliver Stegle and
Jonas Peters and
Bernhard Sch{\"{o}}lkopf},
title = {Detecting low-complexity unobserved causes},
journal = {CoRR},
volume = {abs/1202.3737},
year = {2012},
url = {http://arxiv.org/abs/1202.3737},
eprinttype = {arXiv},
eprint = {1202.3737},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3737.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3757,
author = {Jonas Peters and
Joris M. Mooij and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
title = {Identifiability of Causal Graphs using Functional Models},
journal = {CoRR},
volume = {abs/1202.3757},
year = {2012},
url = {http://arxiv.org/abs/1202.3757},
eprinttype = {arXiv},
eprint = {1202.3757},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3757.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3775,
author = {Kun Zhang and
Jonas Peters and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
title = {Kernel-based Conditional Independence Test and Application in Causal
Discovery},
journal = {CoRR},
volume = {abs/1202.3775},
year = {2012},
url = {http://arxiv.org/abs/1202.3775},
eprinttype = {arXiv},
eprint = {1202.3775},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-2640,
author = {Dominik Janzing and
Jonas Peters and
Joris M. Mooij and
Bernhard Sch{\"{o}}lkopf},
title = {Identifying confounders using additive noise models},
journal = {CoRR},
volume = {abs/1205.2640},
year = {2012},
url = {http://arxiv.org/abs/1205.2640},
eprinttype = {arXiv},
eprint = {1205.2640},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-2640.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-5136,
author = {Jonas Peters and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
title = {Causal Inference on Time Series using Structural Equation Models},
journal = {CoRR},
volume = {abs/1207.5136},
year = {2012},
url = {http://arxiv.org/abs/1207.5136},
eprinttype = {arXiv},
eprint = {1207.5136},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-5136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-2355,
author = {L{\'{e}}on Bottou and
Jonas Peters and
Joaquin Qui{\~{n}}onero Candela and
Denis Xavier Charles and
Max Chickering and
Elon Portugaly and
Dipankar Ray and
Patrice Y. Simard and
Ed Snelson},
title = {Counterfactual Reasoning and Learning Systems},
journal = {CoRR},
volume = {abs/1209.2355},
year = {2012},
url = {http://arxiv.org/abs/1209.2355},
eprinttype = {arXiv},
eprint = {1209.2355},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-2355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/PetersJS11,
author = {Jonas Peters and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
title = {Causal Inference on Discrete Data Using Additive Noise Models},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {33},
number = {12},
pages = {2436--2450},
year = {2011},
url = {https://doi.org/10.1109/TPAMI.2011.71},
doi = {10.1109/TPAMI.2011.71},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/PetersJS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JanzingSSPS11,
author = {Dominik Janzing and
Eleni Sgouritsa and
Oliver Stegle and
Jonas Peters and
Bernhard Sch{\"{o}}lkopf},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Detecting low-complexity unobserved causes},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {383--391},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2185\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/JanzingSSPS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PetersMJS11,
author = {Jonas Peters and
Joris M. Mooij and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Identifiability of Causal Graphs using Functional Models},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {589--598},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2216\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PetersMJS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhangPJS11,
author = {Kun Zhang and
Jonas Peters and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Kernel-based Conditional Independence Test and Application in Causal
Discovery},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {804--813},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2233\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhangPJS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1112-2738,
author = {Bernhard Sch{\"{o}}lkopf and
Dominik Janzing and
Jonas Peters and
Kun Zhang},
title = {Robust Learning via Cause-Effect Models},
journal = {CoRR},
volume = {abs/1112.2738},
year = {2011},
url = {http://arxiv.org/abs/1112.2738},
eprinttype = {arXiv},
eprint = {1112.2738},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1112-2738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/PetersJS10,
author = {Jonas Peters and
Dominik Janzing and
Bernhard Sch{\"{o}}lkopf},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Identifying Cause and Effect on Discrete Data using Additive Noise
Models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {597--604},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/peters10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PetersJS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MooijJPS09,
author = {Joris M. Mooij and
Dominik Janzing and
Jonas Peters and
Bernhard Sch{\"{o}}lkopf},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Regression by dependence minimization and its application to causal
inference in additive noise models},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {745--752},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553470},
doi = {10.1145/1553374.1553470},
timestamp = {Tue, 06 Nov 2018 16:58:29 +0100},
biburl = {https://dblp.org/rec/conf/icml/MooijJPS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PetersJGS09,
author = {Jonas Peters and
Dominik Janzing and
Arthur Gretton and
Bernhard Sch{\"{o}}lkopf},
editor = {Andrea Pohoreckyj Danyluk and
L{\'{e}}on Bottou and
Michael L. Littman},
title = {Detecting the direction of causal time series},
booktitle = {Proceedings of the 26th Annual International Conference on Machine
Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009},
series = {{ACM} International Conference Proceeding Series},
volume = {382},
pages = {801--808},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1553374.1553477},
doi = {10.1145/1553374.1553477},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PetersJGS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JanzingPMS09,
author = {Dominik Janzing and
Jonas Peters and
Joris M. Mooij and
Bernhard Sch{\"{o}}lkopf},
editor = {Jeff A. Bilmes and
Andrew Y. Ng},
title = {Identifying confounders using additive noise models},
booktitle = {{UAI} 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty
in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009},
pages = {249--257},
publisher = {{AUAI} Press},
year = {2009},
url = {https://www.auai.org/uai2009/papers/UAI2009\_0118\_d5787036a879b5fb06ab513f53eb06a7.pdf},
timestamp = {Tue, 25 Oct 2022 12:03:45 +0200},
biburl = {https://dblp.org/rec/conf/uai/JanzingPMS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gfkl/PetersJGS08,
author = {Jonas Peters and
Dominik Janzing and
Arthur Gretton and
Bernhard Sch{\"{o}}lkopf},
editor = {Andreas Fink and
Berthold Lausen and
Wilfried Seidel and
Alfred Ultsch},
title = {Kernel Methods for Detecting the Direction of Time Series},
booktitle = {Advances in Data Analysis, Data Handling and Business Intelligence
- Proceedings of the 32nd Annual Conference of the Gesellschaft f{\"{u}}r
Klassifikation e.V., Joint Conference with the British Classification
Society {(BCS)} and the Dutch/Flemish Classification Society (VOC),
Helmut-Schmidt-University, Hamburg, July 16-18, 2008},
series = {Studies in Classification, Data Analysis, and Knowledge Organization},
pages = {57--66},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-01044-6\_5},
doi = {10.1007/978-3-642-01044-6\_5},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gfkl/PetersJGS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HoyerJMPS08,
author = {Patrik O. Hoyer and
Dominik Janzing and
Joris M. Mooij and
Jonas Peters and
Bernhard Sch{\"{o}}lkopf},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Nonlinear causal discovery with additive noise models},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {689--696},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/f7664060cc52bc6f3d620bcedc94a4b6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HoyerJMPS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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