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BibTeX records: Daniel Jarrett
@article{DBLP:journals/corr/abs-2502-09369,
author = {Daniel Jarrett and
Miruna P{\^{\i}}slar and
Michiel A. Bakker and
Michael Henry Tessler and
Raphael K{\"{o}}ster and
Jan Balaguer and
Romuald Elie and
Christopher Summerfield and
Andrea Tacchetti},
title = {Language Agents as Digital Representatives in Collective Decision-Making},
journal = {CoRR},
volume = {abs/2502.09369},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.09369},
doi = {10.48550/ARXIV.2502.09369},
eprinttype = {arXiv},
eprint = {2502.09369},
timestamp = {Wed, 12 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-09369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JarrettTAMMV23,
author = {Daniel Jarrett and
Corentin Tallec and
Florent Altch{\'{e}} and
Thomas Mesnard and
R{\'{e}}mi Munos and
Michal Valko},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {14780--14816},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/jarrett23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/JarrettTAMMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BerrevoetsJCS23,
author = {Jeroen Berrevoets and
Daniel Jarrett and
Alex J. Chan and
Mihaela van der Schaar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {AllSim: Simulating and Benchmarking Resource Allocation Policies in
Multi-User Systems},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/0296e17ec30fc36007edaaa2f96b5f17-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BerrevoetsJCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SunHJS23,
author = {Hao Sun and
Alihan H{\"{u}}y{\"{u}}k and
Daniel Jarrett and
Mihaela van der Schaar},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Accountability in Offline Reinforcement Learning: Explaining Decisions
with a Corpus of Examples},
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/096b1019463f34eb241e87cfce8dfe16-Abstract-Conference.html},
timestamp = {Wed, 11 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SunHJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07747,
author = {Hao Sun and
Alihan H{\"{u}}y{\"{u}}k and
Daniel Jarrett and
Mihaela van der Schaar},
title = {Accountability in Offline Reinforcement Learning: Explaining Decisions
with a Corpus of Examples},
journal = {CoRR},
volume = {abs/2310.07747},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07747},
doi = {10.48550/ARXIV.2310.07747},
eprinttype = {arXiv},
eprint = {2310.07747},
timestamp = {Wed, 11 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18591,
author = {Daniel Jarrett and
Alihan H{\"{u}}y{\"{u}}k and
Mihaela van der Schaar},
title = {Inverse Decision Modeling: Learning Interpretable Representations
of Behavior},
journal = {CoRR},
volume = {abs/2310.18591},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18591},
doi = {10.48550/ARXIV.2310.18591},
eprinttype = {arXiv},
eprint = {2310.18591},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18601,
author = {Daniel Jarrett and
Alihan H{\"{u}}y{\"{u}}k and
Mihaela van der Schaar},
title = {Online Decision Mediation},
journal = {CoRR},
volume = {abs/2310.18601},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18601},
doi = {10.48550/ARXIV.2310.18601},
eprinttype = {arXiv},
eprint = {2310.18601},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18601.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-18688,
author = {Daniel Jarrett and
Jinsung Yoon and
Ioana Bica and
Zhaozhi Qian and
Ari Ercole and
Mihaela van der Schaar},
title = {Clairvoyance: {A} Pipeline Toolkit for Medical Time Series},
journal = {CoRR},
volume = {abs/2310.18688},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.18688},
doi = {10.48550/ARXIV.2310.18688},
eprinttype = {arXiv},
eprint = {2310.18688},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-18688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19831,
author = {Alihan H{\"{u}}y{\"{u}}k and
Daniel Jarrett and
Mihaela van der Schaar},
title = {Explaining by Imitating: Understanding Decisions by Interpretable
Policy Learning},
journal = {CoRR},
volume = {abs/2310.19831},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.19831},
doi = {10.48550/ARXIV.2310.19831},
eprinttype = {arXiv},
eprint = {2310.19831},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-19831.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01388,
author = {Daniel Jarrett and
Ioana Bica and
Mihaela van der Schaar},
title = {Time-series Generation by Contrastive Imitation},
journal = {CoRR},
volume = {abs/2311.01388},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01388},
doi = {10.48550/ARXIV.2311.01388},
eprinttype = {arXiv},
eprint = {2311.01388},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01388.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-01489,
author = {Ioana Bica and
Daniel Jarrett and
Mihaela van der Schaar},
title = {Invariant Causal Imitation Learning for Generalizable Policies},
journal = {CoRR},
volume = {abs/2311.01489},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.01489},
doi = {10.48550/ARXIV.2311.01489},
eprinttype = {arXiv},
eprint = {2311.01489},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-01489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuyukJS22,
author = {Alihan H{\"{u}}y{\"{u}}k and
Daniel Jarrett and
Mihaela van der Schaar},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Inverse Contextual Bandits: Learning How Behavior Evolves over Time},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {9506--9524},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/huyuk22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuyukJS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JarrettCLCS22,
author = {Daniel Jarrett and
Bogdan Cebere and
Tennison Liu and
Alicia Curth and
Mihaela van der Schaar},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {HyperImpute: Generalized Iterative Imputation with Automatic Model
Selection},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {9916--9937},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/jarrett22a.html},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JarrettCLCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JarrettHS22,
author = {Daniel Jarrett and
Alihan H{\"{u}}y{\"{u}}k and
Mihaela van der Schaar},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Online Decision Mediation},
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/0bc795afae289ed465a65a3b4b1f4eb7-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JarrettHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-07769,
author = {Daniel Jarrett and
Bogdan Cebere and
Tennison Liu and
Alicia Curth and
Mihaela van der Schaar},
title = {HyperImpute: Generalized Iterative Imputation with Automatic Model
Selection},
journal = {CoRR},
volume = {abs/2206.07769},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.07769},
doi = {10.48550/ARXIV.2206.07769},
eprinttype = {arXiv},
eprint = {2206.07769},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-07769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-10515,
author = {Daniel Jarrett and
Corentin Tallec and
Florent Altch{\'{e}} and
Thomas Mesnard and
R{\'{e}}mi Munos and
Michal Valko},
title = {Curiosity in hindsight},
journal = {CoRR},
volume = {abs/2211.10515},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.10515},
doi = {10.48550/ARXIV.2211.10515},
eprinttype = {arXiv},
eprint = {2211.10515},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-10515.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SchaarAFGSWMJLE21,
author = {Mihaela van der Schaar and
Ahmed M. Alaa and
R. Andres Floto and
Alexander Gimson and
Stefan Scholtes and
Angela M. Wood and
Eoin F. McKinney and
Daniel Jarrett and
Pietro Li{\'{o}} and
Ari Ercole},
title = {How artificial intelligence and machine learning can help healthcare
systems respond to {COVID-19}},
journal = {Mach. Learn.},
volume = {110},
number = {1},
pages = {1--14},
year = {2021},
url = {https://doi.org/10.1007/s10994-020-05928-x},
doi = {10.1007/S10994-020-05928-X},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/SchaarAFGSWMJLE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BicaJHS21,
author = {Ioana Bica and
Daniel Jarrett and
Alihan H{\"{u}}y{\"{u}}k and
Mihaela van der Schaar},
title = {Learning "What-if" Explanations for Sequential Decision-Making},
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=h0de3QWtGG},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BicaJHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HuyukJTS21,
author = {Alihan H{\"{u}}y{\"{u}}k and
Daniel Jarrett and
Cem Tekin and
Mihaela van der Schaar},
title = {Explaining by Imitating: Understanding Decisions by Interpretable
Policy 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=unI5ucw\_Jk},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HuyukJTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JarrettYBQES21,
author = {Daniel Jarrett and
Jinsung Yoon and
Ioana Bica and
Zhaozhi Qian and
Ari Ercole and
Mihaela van der Schaar},
title = {Clairvoyance: {A} Pipeline Toolkit for Medical Time Series},
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=xnC8YwKUE3k},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JarrettYBQES21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JarrettHS21,
author = {Daniel Jarrett and
Alihan H{\"{u}}y{\"{u}}k and
Mihaela van der Schaar},
editor = {Marina Meila and
Tong Zhang},
title = {Inverse Decision Modeling: Learning Interpretable Representations
of Behavior},
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 = {4755--4771},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/jarrett21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JarrettHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BicaJS21,
author = {Ioana Bica and
Daniel Jarrett and
Mihaela van der Schaar},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Invariant Causal Imitation Learning for Generalizable Policies},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {3952--3964},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/204904e461002b28511d5880e1c36a0f-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BicaJS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChanBHJS21,
author = {Alex J. Chan and
Ioana Bica and
Alihan H{\"{u}}y{\"{u}}k and
Daniel Jarrett and
Mihaela van der Schaar},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {The Medkit-Learn(ing) Environment: Medical Decision Modelling through
Simulation},
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/26e359e83860db1d11b6acca57d8ea88-Abstract-round2.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChanBHJS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/QinIHJGS21,
author = {Yuchao Qin and
Fergus Imrie and
Alihan H{\"{u}}y{\"{u}}k and
Daniel Jarrett and
Alexander Gimson and
Mihaela van der Schaar},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Closing the loop in medical decision support by understanding clinical
decision-making: {A} case study on organ transplantation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {23205--23217},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c344336196d5ec19bd54fd14befdde87-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/QinIHJGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JarrettBS21,
author = {Daniel Jarrett and
Ioana Bica and
Mihaela van der Schaar},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Time-series Generation by Contrastive Imitation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {28968--28982},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/f2b4053221961416d47d497814a8064f-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JarrettBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04240,
author = {Alex J. Chan and
Ioana Bica and
Alihan H{\"{u}}y{\"{u}}k and
Daniel Jarrett and
Mihaela van der Schaar},
title = {The Medkit-Learn(ing) Environment: Medical Decision Modelling through
Simulation},
journal = {CoRR},
volume = {abs/2106.04240},
year = {2021},
url = {https://arxiv.org/abs/2106.04240},
eprinttype = {arXiv},
eprint = {2106.04240},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04240.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06317,
author = {Alihan H{\"{u}}y{\"{u}}k and
Daniel Jarrett and
Mihaela van der Schaar},
title = {Inverse Contextual Bandits: Learning How Behavior Evolves over Time},
journal = {CoRR},
volume = {abs/2107.06317},
year = {2021},
url = {https://arxiv.org/abs/2107.06317},
eprinttype = {arXiv},
eprint = {2107.06317},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06317.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/JarrettYS20,
author = {Daniel Jarrett and
Jinsung Yoon and
Mihaela van der Schaar},
title = {Dynamic Prediction in Clinical Survival Analysis Using Temporal Convolutional
Networks},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {24},
number = {2},
pages = {424--436},
year = {2020},
url = {https://doi.org/10.1109/JBHI.2019.2929264},
doi = {10.1109/JBHI.2019.2929264},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/JarrettYS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangJS20,
author = {Yao Zhang and
Daniel Jarrett and
Mihaela van der Schaar},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {2304--2314},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/zhang20f.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangJS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JarrettS20,
author = {Daniel Jarrett and
Mihaela van der Schaar},
title = {Target-Embedding Autoencoders for Supervised Representation Learning},
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=BygXFkSYDH},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JarrettS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JarrettS20,
author = {Daniel Jarrett and
Mihaela van der Schaar},
title = {Inverse Active Sensing: Modeling and Understanding Timely Decision-Making},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4713--4723},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/jarrett20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/JarrettS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JarrettBS20,
author = {Daniel Jarrett and
Ioana Bica and
Mihaela van der Schaar},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Strictly Batch Imitation Learning by Energy-based Distribution Matching},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/524f141e189d2a00968c3d48cadd4159-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/JarrettBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JordonJSYETEZBS20,
author = {James Jordon and
Daniel Jarrett and
Evgeny Saveliev and
Jinsung Yoon and
Paul W. G. Elbers and
Patrick Thoral and
Ari Ercole and
Cheng Zhang and
Danielle Belgrave and
Mihaela van der Schaar},
editor = {Hugo Jair Escalante and
Katja Hofmann},
title = {Hide-and-Seek Privacy Challenge: Synthetic Data Generation vs. Patient
Re-identification},
booktitle = {NeurIPS 2020 Competition and Demonstration Track, 6-12 December 2020,
Virtual Event / Vancouver, BC, Canada},
series = {Proceedings of Machine Learning Research},
volume = {133},
pages = {206--215},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v133/jordon21a.html},
timestamp = {Tue, 23 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/JordonJSYETEZBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-03898,
author = {Yao Zhang and
Daniel Jarrett and
Mihaela van der Schaar},
title = {Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning},
journal = {CoRR},
volume = {abs/2001.03898},
year = {2020},
url = {https://arxiv.org/abs/2001.03898},
eprinttype = {arXiv},
eprint = {2001.03898},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-03898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-08345,
author = {Daniel Jarrett and
Mihaela van der Schaar},
title = {Target-Embedding Autoencoders for Supervised Representation Learning},
journal = {CoRR},
volume = {abs/2001.08345},
year = {2020},
url = {https://arxiv.org/abs/2001.08345},
eprinttype = {arXiv},
eprint = {2001.08345},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-08345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14141,
author = {Daniel Jarrett and
Mihaela van der Schaar},
title = {Inverse Active Sensing: Modeling and Understanding Timely Decision-Making},
journal = {CoRR},
volume = {abs/2006.14141},
year = {2020},
url = {https://arxiv.org/abs/2006.14141},
eprinttype = {arXiv},
eprint = {2006.14141},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14141.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14154,
author = {Daniel Jarrett and
Ioana Bica and
Mihaela van der Schaar},
title = {Strictly Batch Imitation Learning by Energy-based Distribution Matching},
journal = {CoRR},
volume = {abs/2006.14154},
year = {2020},
url = {https://arxiv.org/abs/2006.14154},
eprinttype = {arXiv},
eprint = {2006.14154},
timestamp = {Thu, 02 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14154.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-12087,
author = {James Jordon and
Daniel Jarrett and
Jinsung Yoon and
Tavian Barnes and
Paul W. G. Elbers and
Patrick Thoral and
Ari Ercole and
Cheng Zhang and
Danielle Belgrave and
Mihaela van der Schaar},
title = {Hide-and-Seek Privacy Challenge},
journal = {CoRR},
volume = {abs/2007.12087},
year = {2020},
url = {https://arxiv.org/abs/2007.12087},
eprinttype = {arXiv},
eprint = {2007.12087},
timestamp = {Mon, 29 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-12087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13531,
author = {Ioana Bica and
Daniel Jarrett and
Alihan H{\"{u}}y{\"{u}}k and
Mihaela van der Schaar},
title = {Batch Inverse Reinforcement Learning Using Counterfactuals for Understanding
Decision Making},
journal = {CoRR},
volume = {abs/2007.13531},
year = {2020},
url = {https://arxiv.org/abs/2007.13531},
eprinttype = {arXiv},
eprint = {2007.13531},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-13531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YoonJS19,
author = {Jinsung Yoon and
Daniel Jarrett and
Mihaela van der Schaar},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Time-series Generative Adversarial Networks},
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 = {5509--5519},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/c9efe5f26cd17ba6216bbe2a7d26d490-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YoonJS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10746,
author = {Daniel Jarrett and
Jinsung Yoon and
Mihaela van der Schaar},
title = {MATCH-Net: Dynamic Prediction in Survival Analysis using Convolutional
Neural Networks},
journal = {CoRR},
volume = {abs/1811.10746},
year = {2018},
url = {http://arxiv.org/abs/1811.10746},
eprinttype = {arXiv},
eprint = {1811.10746},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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