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ORCIDBibTeX records: Silvia Chiappa
@inproceedings{DBLP:conf/clear2/GultchinGMCS24,
author = {Limor Gultchin and
Siyuan Guo and
Alan Malek and
Silvia Chiappa and
Ricardo Silva},
editor = {Francesco Locatello and
Vanessa Didelez},
title = {Pragmatic Fairness: Developing Policies with Outcome Disparity Control},
booktitle = {Causal Learning and Reasoning, 1-3 April 2024, Los Angeles, California,
{USA}},
series = {Proceedings of Machine Learning Research},
volume = {236},
pages = {243--264},
publisher = {{PMLR}},
year = {2024},
url = {https://proceedings.mlr.press/v236/gultchin24a.html},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clear2/GultchinGMCS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-04824,
author = {Virginia Aglietti and
Ira Ktena and
Jessica Schrouff and
Eleni Sgouritsa and
Francisco J. R. Ruiz and
Alan Malek and
Alexis Bellot and
Silvia Chiappa},
title = {FunBO: Discovering Acquisition Functions for Bayesian Optimization
with FunSearch},
journal = {CoRR},
volume = {abs/2406.04824},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.04824},
doi = {10.48550/ARXIV.2406.04824},
eprinttype = {arXiv},
eprint = {2406.04824},
timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-04824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-17433,
author = {Jessica Schrouff and
Alexis Bellot and
Amal Rannen{-}Triki and
Alan Malek and
Isabela Albuquerque and
Arthur Gretton and
Alexander D'Amour and
Silvia Chiappa},
title = {Mind the Graph When Balancing Data for Fairness or Robustness},
journal = {CoRR},
volume = {abs/2406.17433},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.17433},
doi = {10.48550/ARXIV.2406.17433},
eprinttype = {arXiv},
eprint = {2406.17433},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-17433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KeCWBGRWBMR23,
author = {Nan Rosemary Ke and
Silvia Chiappa and
Jane X. Wang and
J{\"{o}}rg Bornschein and
Anirudh Goyal and
M{\'{e}}lanie Rey and
Theophane Weber and
Matthew M. Botvinick and
Michael Curtis Mozer and
Danilo Jimenez Rezende},
title = {Learning to Induce Causal Structure},
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=hp\_RwhKDJ5},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KeCWBGRWBMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AgliettiMKC23,
author = {Virginia Aglietti and
Alan Malek and
Ira Ktena and
Silvia Chiappa},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Constrained Causal Bayesian Optimization},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {304--321},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/aglietti23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/AgliettiMKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MalekAC23,
author = {Alan Malek and
Virginia Aglietti and
Silvia Chiappa},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Additive Causal Bandits with Unknown Graph},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {23574--23589},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/malek23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MalekAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BellotMC23,
author = {Alexis Bellot and
Alan Malek and
Silvia Chiappa},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Transportability for Bandits with Data from Different Environments},
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/8a8ce53beb3775522305e0a6033d4455-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BellotMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GultchinABC23,
author = {Limor Gultchin and
Virginia Aglietti and
Alexis Bellot and
Silvia Chiappa},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Functional causal Bayesian optimization},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {756--765},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/gultchin23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/GultchinABC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12278,
author = {Limor Gultchin and
Siyuan Guo and
Alan Malek and
Silvia Chiappa and
Ricardo Silva},
title = {Pragmatic Fairness: Developing Policies with Outcome Disparity Control},
journal = {CoRR},
volume = {abs/2301.12278},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12278},
doi = {10.48550/ARXIV.2301.12278},
eprinttype = {arXiv},
eprint = {2301.12278},
timestamp = {Wed, 01 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05823,
author = {Nan Rosemary Ke and
Sara{-}Jane Dunn and
J{\"{o}}rg Bornschein and
Silvia Chiappa and
M{\'{e}}lanie Rey and
Jean{-}Baptiste Lespiau and
Albin Cassirer and
Jane X. Wang and
Theophane Weber and
David G. T. Barrett and
Matthew M. Botvinick and
Anirudh Goyal and
Michael Mozer and
Danilo J. Rezende},
title = {DiscoGen: Learning to Discover Gene Regulatory Networks},
journal = {CoRR},
volume = {abs/2304.05823},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05823},
doi = {10.48550/ARXIV.2304.05823},
eprinttype = {arXiv},
eprint = {2304.05823},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-20011,
author = {Virginia Aglietti and
Alan Malek and
Ira Ktena and
Silvia Chiappa},
title = {Constrained Causal Bayesian Optimization},
journal = {CoRR},
volume = {abs/2305.20011},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.20011},
doi = {10.48550/ARXIV.2305.20011},
eprinttype = {arXiv},
eprint = {2305.20011},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-20011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06409,
author = {Limor Gultchin and
Virginia Aglietti and
Alexis Bellot and
Silvia Chiappa},
title = {Functional Causal Bayesian Optimization},
journal = {CoRR},
volume = {abs/2306.06409},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06409},
doi = {10.48550/ARXIV.2306.06409},
eprinttype = {arXiv},
eprint = {2306.06409},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06409.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-07858,
author = {Alan Malek and
Virginia Aglietti and
Silvia Chiappa},
title = {Additive Causal Bandits with Unknown Graph},
journal = {CoRR},
volume = {abs/2306.07858},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.07858},
doi = {10.48550/ARXIV.2306.07858},
eprinttype = {arXiv},
eprint = {2306.07858},
timestamp = {Sat, 17 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-07858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AshurstCCE22,
author = {Carolyn Ashurst and
Ryan Carey and
Silvia Chiappa and
Tom Everitt},
title = {Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions
for Introduced Unfairness},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {9494--9503},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i9.21182},
doi = {10.1609/AAAI.V36I9.21182},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AshurstCCE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchrouffHKASOBR22,
author = {Jessica Schrouff and
Natalie Harris and
Sanmi Koyejo and
Ibrahim M. Alabdulmohsin and
Eva Schnider and
Krista Opsahl{-}Ong and
Alexander Brown and
Subhrajit Roy and
Diana Mincu and
Christina Chen and
Awa Dieng and
Yuan Liu and
Vivek Natarajan and
Alan Karthikesalingam and
Katherine A. Heller and
Silvia Chiappa and
Alexander D'Amour},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Diagnosing failures of fairness transfer across distribution shift
in real-world medical settings},
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/7a969c30dc7e74d4e891c8ffb217cf79-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SchrouffHKASOBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01034,
author = {Jessica Schrouff and
Natalie Harris and
Oluwasanmi Koyejo and
Ibrahim Alabdulmohsin and
Eva Schnider and
Krista Opsahl{-}Ong and
Alexander Brown and
Subhrajit Roy and
Diana Mincu and
Christina Chen and
Awa Dieng and
Yuan Liu and
Vivek Natarajan and
Alan Karthikesalingam and
Katherine A. Heller and
Silvia Chiappa and
Alexander D'Amour},
title = {Maintaining fairness across distribution shift: do we have viable
solutions for real-world applications?},
journal = {CoRR},
volume = {abs/2202.01034},
year = {2022},
url = {https://arxiv.org/abs/2202.01034},
eprinttype = {arXiv},
eprint = {2202.01034},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10816,
author = {Carolyn Ashurst and
Ryan Carey and
Silvia Chiappa and
Tom Everitt},
title = {Why Fair Labels Can Yield Unfair Predictions: Graphical Conditions
for Introduced Unfairness},
journal = {CoRR},
volume = {abs/2202.10816},
year = {2022},
url = {https://arxiv.org/abs/2202.10816},
eprinttype = {arXiv},
eprint = {2202.10816},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04875,
author = {Nan Rosemary Ke and
Silvia Chiappa and
Jane Wang and
J{\"{o}}rg Bornschein and
Theophane Weber and
Anirudh Goyal and
Matthew M. Botvinick and
Michael Mozer and
Danilo Jimenez Rezende},
title = {Learning to Induce Causal Structure},
journal = {CoRR},
volume = {abs/2204.04875},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04875},
doi = {10.48550/ARXIV.2204.04875},
eprinttype = {arXiv},
eprint = {2204.04875},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MalekC21,
author = {Alan Malek and
Silvia Chiappa},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Asymptotically Best Causal Effect Identification with Multi-Armed
Bandits},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {21960--21971},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/b8102d1fa5df93e62cf26cd4400a0727-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MalekC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-02084,
author = {Silvia Chiappa and
Aldo Pacchiano},
title = {Fairness with Continuous Optimal Transport},
journal = {CoRR},
volume = {abs/2101.02084},
year = {2021},
url = {https://arxiv.org/abs/2101.02084},
eprinttype = {arXiv},
eprint = {2101.02084},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-02084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05481,
author = {J{\"{o}}rg Bornschein and
Silvia Chiappa and
Alan Malek and
Nan Rosemary Ke},
title = {Prequential {MDL} for Causal Structure Learning with Neural Networks},
journal = {CoRR},
volume = {abs/2107.05481},
year = {2021},
url = {https://arxiv.org/abs/2107.05481},
eprinttype = {arXiv},
eprint = {2107.05481},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11404,
author = {Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Kevin R. McKee and
Yiran Mao and
Ben Coppin and
Silvia Chiappa and
Alexander Sasha Vezhnevets and
Michiel A. Bakker and
Yoram Bachrach and
Suzanne Sadedin and
William Isaac and
Karl Tuyls and
Joel Z. Leibo},
title = {Statistical discrimination in learning agents},
journal = {CoRR},
volume = {abs/2110.11404},
year = {2021},
url = {https://arxiv.org/abs/2110.11404},
eprinttype = {arXiv},
eprint = {2110.11404},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11404.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChiappaJSPJA20,
author = {Silvia Chiappa and
Ray Jiang and
Tom Stepleton and
Aldo Pacchiano and
Heinrich Jiang and
John Aslanides},
title = {A General Approach to Fairness with Optimal Transport},
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 = {3633--3640},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5771},
doi = {10.1609/AAAI.V34I04.5771},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChiappaJSPJA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aistats/2020,
editor = {Silvia Chiappa and
Roberto Calandra},
title = {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},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/},
timestamp = {Fri, 26 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-15816,
author = {Luca Oneto and
Silvia Chiappa},
title = {Fairness in Machine Learning},
journal = {CoRR},
volume = {abs/2012.15816},
year = {2020},
url = {https://arxiv.org/abs/2012.15816},
eprinttype = {arXiv},
eprint = {2012.15816},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-15816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Chiappa19,
author = {Silvia Chiappa},
title = {Path-Specific Counterfactual Fairness},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {7801--7808},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33017801},
doi = {10.1609/AAAI.V33I01.33017801},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Chiappa19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/JiangCLGK19,
author = {Ray Jiang and
Silvia Chiappa and
Tor Lattimore and
Andr{\'{a}}s Gy{\"{o}}rgy and
Pushmeet Kohli},
editor = {Vincent Conitzer and
Gillian K. Hadfield and
Shannon Vallor},
title = {Degenerate Feedback Loops in Recommender Systems},
booktitle = {Proceedings of the 2019 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2019, Honolulu, HI, USA, January 27-28, 2019},
pages = {383--390},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3306618.3314288},
doi = {10.1145/3306618.3314288},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/JiangCLGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/OnetoC19,
author = {Luca Oneto and
Silvia Chiappa},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Fairness in Machine Learning},
booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big
Data and Deep Learning Conference {(INNSBDDL} 2019)},
series = {Studies in Computational Intelligence},
volume = {896},
pages = {155--196},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43883-8\_7},
doi = {10.1007/978-3-030-43883-8\_7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns/OnetoC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JiangPSJC19,
author = {Ray Jiang and
Aldo Pacchiano and
Tom Stepleton and
Heinrich Jiang and
Silvia Chiappa},
editor = {Amir Globerson and
Ricardo Silva},
title = {Wasserstein Fair Classification},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {862--872},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/jiang20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/JiangPSJC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-08162,
author = {Ishita Dasgupta and
Jane X. Wang and
Silvia Chiappa and
Jovana Mitrovic and
Pedro A. Ortega and
David Raposo and
Edward Hughes and
Peter W. Battaglia and
Matthew M. Botvinick and
Zeb Kurth{-}Nelson},
title = {Causal Reasoning from Meta-reinforcement Learning},
journal = {CoRR},
volume = {abs/1901.08162},
year = {2019},
url = {http://arxiv.org/abs/1901.08162},
eprinttype = {arXiv},
eprint = {1901.08162},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-08162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-10730,
author = {Ray Jiang and
Silvia Chiappa and
Tor Lattimore and
Andr{\'{a}}s Gy{\"{o}}rgy and
Pushmeet Kohli},
title = {Degenerate Feedback Loops in Recommender Systems},
journal = {CoRR},
volume = {abs/1902.10730},
year = {2019},
url = {http://arxiv.org/abs/1902.10730},
eprinttype = {arXiv},
eprint = {1902.10730},
timestamp = {Tue, 19 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-10730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-03030,
author = {Pedro A. Ortega and
Jane X. Wang and
Mark Rowland and
Tim Genewein and
Zeb Kurth{-}Nelson and
Razvan Pascanu and
Nicolas Heess and
Joel Veness and
Alexander Pritzel and
Pablo Sprechmann and
Siddhant M. Jayakumar and
Tom McGrath and
Kevin J. Miller and
Mohammad Gheshlaghi Azar and
Ian Osband and
Neil C. Rabinowitz and
Andr{\'{a}}s Gy{\"{o}}rgy and
Silvia Chiappa and
Simon Osindero and
Yee Whye Teh and
Hado van Hasselt and
Nando de Freitas and
Matthew M. Botvinick and
Shane Legg},
title = {Meta-learning of Sequential Strategies},
journal = {CoRR},
volume = {abs/1905.03030},
year = {2019},
url = {http://arxiv.org/abs/1905.03030},
eprinttype = {arXiv},
eprint = {1905.03030},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-03030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06430,
author = {Silvia Chiappa and
William S. Isaac},
title = {A Causal Bayesian Networks Viewpoint on Fairness},
journal = {CoRR},
volume = {abs/1907.06430},
year = {2019},
url = {http://arxiv.org/abs/1907.06430},
eprinttype = {arXiv},
eprint = {1907.06430},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12059,
author = {Ray Jiang and
Aldo Pacchiano and
Tom Stepleton and
Heinrich Jiang and
Silvia Chiappa},
title = {Wasserstein Fair Classification},
journal = {CoRR},
volume = {abs/1907.12059},
year = {2019},
url = {http://arxiv.org/abs/1907.12059},
eprinttype = {arXiv},
eprint = {1907.12059},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12906,
author = {Silvia Chiappa and
Ulrich Paquet},
title = {Unsupervised Separation of Dynamics from Pixels},
journal = {CoRR},
volume = {abs/1907.12906},
year = {2019},
url = {http://arxiv.org/abs/1907.12906},
eprinttype = {arXiv},
eprint = {1907.12906},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12906.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-05800,
author = {Silvia Chiappa},
title = {Explicit-Duration Markov Switching Models},
journal = {CoRR},
volume = {abs/1909.05800},
year = {2019},
url = {http://arxiv.org/abs/1909.05800},
eprinttype = {arXiv},
eprint = {1909.05800},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-05800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/primelife/ChiappaI18,
author = {Silvia Chiappa and
William S. Isaac},
editor = {Eleni Kosta and
Jo Pierson and
Daniel Slamanig and
Simone Fischer{-}H{\"{u}}bner and
Stephan Krenn},
title = {A Causal Bayesian Networks Viewpoint on Fairness},
booktitle = {Privacy and Identity Management. Fairness, Accountability, and Transparency
in the Age of Big Data - 13th {IFIP} {WG} 9.2, 9.6/11.7, 11.6/SIG
9.2.2 International Summer School, Vienna, Austria, August 20-24,
2018, Revised Selected Papers},
series = {{IFIP} Advances in Information and Communication Technology},
volume = {547},
pages = {3--20},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-16744-8\_1},
doi = {10.1007/978-3-030-16744-8\_1},
timestamp = {Sun, 25 Oct 2020 23:04:38 +0100},
biburl = {https://dblp.org/rec/conf/primelife/ChiappaI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChiappaRWM17,
author = {Silvia Chiappa and
S{\'{e}}bastien Racani{\`{e}}re and
Daan Wierstra and
Shakir Mohamed},
title = {Recurrent Environment Simulators},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=B1s6xvqlx},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChiappaRWM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChiappaRWM17,
author = {Silvia Chiappa and
S{\'{e}}bastien Racani{\`{e}}re and
Daan Wierstra and
Shakir Mohamed},
title = {Recurrent Environment Simulators},
journal = {CoRR},
volume = {abs/1704.02254},
year = {2017},
url = {http://arxiv.org/abs/1704.02254},
eprinttype = {arXiv},
eprint = {1704.02254},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChiappaRWM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Chiappa14,
author = {Silvia Chiappa},
title = {Explicit-Duration Markov Switching Models},
journal = {Found. Trends Mach. Learn.},
volume = {7},
number = {6},
pages = {803--886},
year = {2014},
url = {https://doi.org/10.1561/2200000054},
doi = {10.1561/2200000054},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/Chiappa14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChiappaP10,
author = {Silvia Chiappa and
Jan Peters},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Movement extraction by detecting dynamics switches and repetitions},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {388--396},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/704afe073992cbe4813cae2f7715336f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChiappaP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChiappaST09,
author = {Silvia Chiappa and
Hiroto Saigo and
Koji Tsuda},
title = {A Bayesian Approach to Graphy Regression with Relevant Subgraph Selection},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {295--304},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.26},
doi = {10.1137/1.9781611972795.26},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChiappaST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Chiappa08,
author = {Silvia Chiappa},
editor = {M. Arif Wani and
Xue{-}wen Chen and
David P. Casasent and
Lukasz A. Kurgan and
Tony Hu and
Khalid Hafeez},
title = {A Bayesian Approach to Switching Linear Gaussian State-Space Models
for Unsupervised Time-Series Segmentation},
booktitle = {Seventh International Conference on Machine Learning and Applications,
{ICMLA} 2008, San Diego, California, USA, 11-13 December 2008},
pages = {3--9},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICMLA.2008.109},
doi = {10.1109/ICMLA.2008.109},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/Chiappa08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChiappaKP08,
author = {Silvia Chiappa and
Jens Kober and
Jan Peters},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Using Bayesian Dynamical Systems for Motion Template Libraries},
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 = {297--304},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/65658fde58ab3c2b6e5132a39fae7cb9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChiappaKP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/ChiappaB07,
author = {Silvia Chiappa and
David Barber},
title = {Bayesian Factorial Linear Gaussian State-Space Models for Biosignal
Decomposition},
journal = {{IEEE} Signal Process. Lett.},
volume = {14},
number = {4},
pages = {267--270},
year = {2007},
url = {https://doi.org/10.1109/LSP.2006.881515},
doi = {10.1109/LSP.2006.881515},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/ChiappaB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChiappaB06,
author = {Silvia Chiappa and
David Barber},
title = {{EEG} classification using generative independent component analysis},
journal = {Neurocomputing},
volume = {69},
number = {7-9},
pages = {769--777},
year = {2006},
url = {https://doi.org/10.1016/j.neucom.2005.12.028},
doi = {10.1016/J.NEUCOM.2005.12.028},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ChiappaB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BarberC06,
author = {David Barber and
Silvia Chiappa},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Unified Inference for Variational Bayesian Linear Gaussian State-Space
Models},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {81--88},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/09d37c08f7b129e96277388757530c72-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BarberC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChiappaB05,
author = {Silvia Chiappa and
David Barber},
title = {generative independent component analysis for {EEG} classification},
booktitle = {13th European Symposium on Artificial Neural Networks, {ESANN} 2005,
Bruges, Belgium, April 27-29, 2005, Proceedings},
pages = {297--302},
year = {2005},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2005-143.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChiappaB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChiappaDSV04,
author = {Silvia Chiappa and
Nicolas Donckers and
Samy Bengio and
Fr{\'{e}}d{\'{e}}ric Vrins},
title = {{HMM} and {IOHMM} modeling of {EEG} rhythms for asynchronous {BCI}
systems},
booktitle = {12th European Symposium on Artificial Neural Networks, {ESANN} 2004,
Bruges, Belgium, April 28-30, 2004, Proceedings},
pages = {193--204},
year = {2004},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2004-87.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChiappaDSV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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