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ORCIDBibTeX records: Philip Bachman
@inproceedings{DBLP:conf/nips/TomarITLB23,
author = {Manan Tomar and
Riashat Islam and
Matthew E. Taylor and
Sergey Levine and
Philip Bachman},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Ignorance is Bliss: Robust Control via Information Gating},
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/797be96e4481c3fe5d675c1ba5352969-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TomarITLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06121,
author = {Manan Tomar and
Riashat Islam and
Sergey Levine and
Philip Bachman},
title = {Ignorance is Bliss: Robust Control via Information Gating},
journal = {CoRR},
volume = {abs/2303.06121},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06121},
doi = {10.48550/ARXIV.2303.06121},
eprinttype = {arXiv},
eprint = {2303.06121},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SchwarzerAGHCB21,
author = {Max Schwarzer and
Ankesh Anand and
Rishab Goel and
R. Devon Hjelm and
Aaron C. Courville and
Philip Bachman},
title = {Data-Efficient Reinforcement Learning with Self-Predictive Representations},
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=uCQfPZwRaUu},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SchwarzerAGHCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SordoniDSGBC21,
author = {Alessandro Sordoni and
Nouha Dziri and
Hannes Schulz and
Geoffrey J. Gordon and
Philip Bachman and
Remi Tachet des Combes},
editor = {Marina Meila and
Tong Zhang},
title = {Decomposed Mutual Information Estimation for Contrastive Representation
Learning},
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 = {9859--9869},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sordoni21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SordoniDSGBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchwarzerRNACHB21,
author = {Max Schwarzer and
Nitarshan Rajkumar and
Michael Noukhovitch and
Ankesh Anand and
Laurent Charlin and
R. Devon Hjelm and
Philip Bachman and
Aaron C. Courville},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Pretraining Representations for Data-Efficient Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {12686--12699},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/69eba34671b3ef1ef38ee85caae6b2a1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SchwarzerRNACHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04799,
author = {Max Schwarzer and
Nitarshan Rajkumar and
Michael Noukhovitch and
Ankesh Anand and
Laurent Charlin and
R. Devon Hjelm and
Philip Bachman and
Aaron C. Courville},
title = {Pretraining Representations for Data-Efficient Reinforcement Learning},
journal = {CoRR},
volume = {abs/2106.04799},
year = {2021},
url = {https://arxiv.org/abs/2106.04799},
eprinttype = {arXiv},
eprint = {2106.04799},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-13401,
author = {Alessandro Sordoni and
Nouha Dziri and
Hannes Schulz and
Geoffrey J. Gordon and
Philip Bachman and
Remi Tachet des Combes},
title = {Decomposed Mutual Information Estimation for Contrastive Representation
Learning},
journal = {CoRR},
volume = {abs/2106.13401},
year = {2021},
url = {https://arxiv.org/abs/2106.13401},
eprinttype = {arXiv},
eprint = {2106.13401},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-13401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MazoureCDBH20,
author = {Bogdan Mazoure and
Remi Tachet des Combes and
Thang Doan and
Philip Bachman and
R. Devon Hjelm},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Deep Reinforcement and InfoMax Learning},
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/26588e932c7ccfa1df309280702fe1b5-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MazoureCDBH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07217,
author = {Bogdan Mazoure and
Remi Tachet des Combes and
Thang Doan and
Philip Bachman and
R. Devon Hjelm},
title = {Deep Reinforcement and InfoMax Learning},
journal = {CoRR},
volume = {abs/2006.07217},
year = {2020},
url = {https://arxiv.org/abs/2006.07217},
eprinttype = {arXiv},
eprint = {2006.07217},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07217.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05929,
author = {Max Schwarzer and
Ankesh Anand and
Rishab Goel and
R. Devon Hjelm and
Aaron C. Courville and
Philip Bachman},
title = {Data-Efficient Reinforcement Learning with Momentum Predictive Representations},
journal = {CoRR},
volume = {abs/2007.05929},
year = {2020},
url = {https://arxiv.org/abs/2007.05929},
eprinttype = {arXiv},
eprint = {2007.05929},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13278,
author = {R. Devon Hjelm and
Philip Bachman},
title = {Representation Learning with Video Deep InfoMax},
journal = {CoRR},
volume = {abs/2007.13278},
year = {2020},
url = {https://arxiv.org/abs/2007.13278},
eprinttype = {arXiv},
eprint = {2007.13278},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-13278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HjelmFLGBTB19,
author = {R. Devon Hjelm and
Alex Fedorov and
Samuel Lavoie{-}Marchildon and
Karan Grewal and
Philip Bachman and
Adam Trischler and
Yoshua Bengio},
title = {Learning deep representations by mutual information estimation and
maximization},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Bklr3j0cKX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HjelmFLGBTB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachmanHB19,
author = {Philip Bachman and
R. Devon Hjelm and
William Buchwalter},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Learning Representations by Maximizing Mutual Information Across Views},
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 = {15509--15519},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/ddf354219aac374f1d40b7e760ee5bb7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachmanHB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00910,
author = {Philip Bachman and
R. Devon Hjelm and
William Buchwalter},
title = {Learning Representations by Maximizing Mutual Information Across Views},
journal = {CoRR},
volume = {abs/1906.00910},
year = {2019},
url = {http://arxiv.org/abs/1906.00910},
eprinttype = {arXiv},
eprint = {1906.00910},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0002IBPPM18,
author = {Peter Henderson and
Riashat Islam and
Philip Bachman and
Joelle Pineau and
Doina Precup and
David Meger},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Deep Reinforcement Learning That Matters},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3207--3214},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11694},
doi = {10.1609/AAAI.V32I1.11694},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0002IBPPM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CombesBS18,
author = {Remi Tachet des Combes and
Philip Bachman and
Harm van Seijen},
title = {Learning Invariances for Policy Generalization},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=BJHRaK1PG},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CombesBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/AlmahairiRSBC18,
author = {Amjad Almahairi and
Sai Rajeswar and
Alessandro Sordoni and
Philip Bachman and
Aaron C. Courville},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {195--204},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/almahairi18a.html},
timestamp = {Sat, 28 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/AlmahairiRSBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-10151,
author = {Amjad Almahairi and
Sai Rajeswar and
Alessandro Sordoni and
Philip Bachman and
Aaron C. Courville},
title = {Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data},
journal = {CoRR},
volume = {abs/1802.10151},
year = {2018},
url = {http://arxiv.org/abs/1802.10151},
eprinttype = {arXiv},
eprint = {1802.10151},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-10151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04106,
author = {Philip Bachman and
Riashat Islam and
Alessandro Sordoni and
Zafarali Ahmed},
title = {VFunc: a Deep Generative Model for Functions},
journal = {CoRR},
volume = {abs/1807.04106},
year = {2018},
url = {http://arxiv.org/abs/1807.04106},
eprinttype = {arXiv},
eprint = {1807.04106},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-02591,
author = {Remi Tachet des Combes and
Philip Bachman and
Harm van Seijen},
title = {Learning Invariances for Policy Generalization},
journal = {CoRR},
volume = {abs/1809.02591},
year = {2018},
url = {http://arxiv.org/abs/1809.02591},
eprinttype = {arXiv},
eprint = {1809.02591},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-02591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BachmanST17,
author = {Philip Bachman and
Alessandro Sordoni and
Adam Trischler},
title = {Learning Algorithms for Active Learning},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=rJj2ZxHtl},
timestamp = {Thu, 04 Apr 2019 13:20:08 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BachmanST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DaiABHC17,
author = {Zihang Dai and
Amjad Almahairi and
Philip Bachman and
Eduard H. Hovy and
Aaron C. Courville},
title = {Calibrating Energy-based Generative Adversarial Networks},
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=SyxeqhP9ll},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DaiABHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SharmaHSSB17,
author = {Shikhar Sharma and
Jing He and
Kaheer Suleman and
Hannes Schulz and
Philip Bachman},
title = {Natural Language Generation in Dialogue using Lexicalized and Delexicalized
Data},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=B1naD1rFx},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SharmaHSSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachmanST17,
author = {Philip Bachman and
Alessandro Sordoni and
Adam Trischler},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning Algorithms for Active Learning},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {301--310},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bachman17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachmanST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rep4nlp/YuanWGSBZST17,
author = {Xingdi Yuan and
Tong Wang and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Alessandro Sordoni and
Philip Bachman and
Saizheng Zhang and
Sandeep Subramanian and
Adam Trischler},
editor = {Phil Blunsom and
Antoine Bordes and
Kyunghyun Cho and
Shay B. Cohen and
Chris Dyer and
Edward Grefenstette and
Karl Moritz Hermann and
Laura Rimell and
Jason Weston and
Scott Yih},
title = {Machine Comprehension by Text-to-Text Neural Question Generation},
booktitle = {Proceedings of the 2nd Workshop on Representation Learning for NLP,
Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017},
pages = {15--25},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-2603},
doi = {10.18653/V1/W17-2603},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/YuanWGSBZST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rep4nlp/TrischlerWYHSBS17,
author = {Adam Trischler and
Tong Wang and
Xingdi Yuan and
Justin Harris and
Alessandro Sordoni and
Philip Bachman and
Kaheer Suleman},
editor = {Phil Blunsom and
Antoine Bordes and
Kyunghyun Cho and
Shay B. Cohen and
Chris Dyer and
Edward Grefenstette and
Karl Moritz Hermann and
Laura Rimell and
Jason Weston and
Scott Yih},
title = {NewsQA: {A} Machine Comprehension Dataset},
booktitle = {Proceedings of the 2nd Workshop on Representation Learning for NLP,
Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017},
pages = {191--200},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-2623},
doi = {10.18653/V1/W17-2623},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/TrischlerWYHSBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiABHC17,
author = {Zihang Dai and
Amjad Almahairi and
Philip Bachman and
Eduard H. Hovy and
Aaron C. Courville},
title = {Calibrating Energy-based Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1702.01691},
year = {2017},
url = {http://arxiv.org/abs/1702.01691},
eprinttype = {arXiv},
eprint = {1702.01691},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiABHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanWGSBSZT17,
author = {Xingdi Yuan and
Tong Wang and
{\c{C}}aglar G{\"{u}}l{\c{c}}ehre and
Alessandro Sordoni and
Philip Bachman and
Sandeep Subramanian and
Saizheng Zhang and
Adam Trischler},
title = {Machine Comprehension by Text-to-Text Neural Question Generation},
journal = {CoRR},
volume = {abs/1705.02012},
year = {2017},
url = {http://arxiv.org/abs/1705.02012},
eprinttype = {arXiv},
eprint = {1705.02012},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuanWGSBSZT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00088,
author = {Philip Bachman and
Alessandro Sordoni and
Adam Trischler},
title = {Learning Algorithms for Active Learning},
journal = {CoRR},
volume = {abs/1708.00088},
year = {2017},
url = {http://arxiv.org/abs/1708.00088},
eprinttype = {arXiv},
eprint = {1708.00088},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00805,
author = {Philip Bachman and
Doina Precup},
title = {Variational Generative Stochastic Networks with Collaborative Shaping},
journal = {CoRR},
volume = {abs/1708.00805},
year = {2017},
url = {http://arxiv.org/abs/1708.00805},
eprinttype = {arXiv},
eprint = {1708.00805},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06560,
author = {Peter Henderson and
Riashat Islam and
Philip Bachman and
Joelle Pineau and
Doina Precup and
David Meger},
title = {Deep Reinforcement Learning that Matters},
journal = {CoRR},
volume = {abs/1709.06560},
year = {2017},
url = {http://arxiv.org/abs/1709.06560},
eprinttype = {arXiv},
eprint = {1709.06560},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/TrischlerYYHB16,
author = {Adam Trischler and
Zheng Ye and
Xingdi Yuan and
Jing He and
Philip Bachman},
title = {A Parallel-Hierarchical Model for Machine Comprehension on Sparse
Data},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1041},
doi = {10.18653/V1/P16-1041},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/TrischlerYYHB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/TrischlerYYBSS16,
author = {Adam Trischler and
Zheng Ye and
Xingdi Yuan and
Philip Bachman and
Alessandro Sordoni and
Kaheer Suleman},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Natural Language Comprehension with the EpiReader},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {128--137},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1013},
doi = {10.18653/V1/D16-1013},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/TrischlerYYBSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Bachman16,
author = {Philip Bachman},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {An Architecture for Deep, Hierarchical Generative Models},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {4826--4834},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/49d4b2faeb4b7b9e745775793141e2b2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Bachman16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TrischlerYYHBS16,
author = {Adam Trischler and
Zheng Ye and
Xingdi Yuan and
Jing He and
Philip Bachman and
Kaheer Suleman},
title = {A Parallel-Hierarchical Model for Machine Comprehension on Sparse
Data},
journal = {CoRR},
volume = {abs/1603.08884},
year = {2016},
url = {http://arxiv.org/abs/1603.08884},
eprinttype = {arXiv},
eprint = {1603.08884},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TrischlerYYHBS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SordoniBB16,
author = {Alessandro Sordoni and
Philip Bachman and
Yoshua Bengio},
title = {Iterative Alternating Neural Attention for Machine Reading},
journal = {CoRR},
volume = {abs/1606.02245},
year = {2016},
url = {http://arxiv.org/abs/1606.02245},
eprinttype = {arXiv},
eprint = {1606.02245},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SordoniBB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SharmaHSSB16,
author = {Shikhar Sharma and
Jing He and
Kaheer Suleman and
Hannes Schulz and
Philip Bachman},
title = {Natural Language Generation in Dialogue using Lexicalized and Delexicalized
Data},
journal = {CoRR},
volume = {abs/1606.03632},
year = {2016},
url = {http://arxiv.org/abs/1606.03632},
eprinttype = {arXiv},
eprint = {1606.03632},
timestamp = {Mon, 15 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SharmaHSSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TrischlerWYHSBS16,
author = {Adam Trischler and
Tong Wang and
Xingdi Yuan and
Justin Harris and
Alessandro Sordoni and
Philip Bachman and
Kaheer Suleman},
title = {NewsQA: {A} Machine Comprehension Dataset},
journal = {CoRR},
volume = {abs/1611.09830},
year = {2016},
url = {http://arxiv.org/abs/1611.09830},
eprinttype = {arXiv},
eprint = {1611.09830},
timestamp = {Wed, 29 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TrischlerWYHSBS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachmanST16,
author = {Philip Bachman and
Alessandro Sordoni and
Adam Trischler},
title = {Towards Information-Seeking Agents},
journal = {CoRR},
volume = {abs/1612.02605},
year = {2016},
url = {http://arxiv.org/abs/1612.02605},
eprinttype = {arXiv},
eprint = {1612.02605},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachmanST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Bachman16,
author = {Philip Bachman},
title = {An Architecture for Deep, Hierarchical Generative Models},
journal = {CoRR},
volume = {abs/1612.04739},
year = {2016},
url = {http://arxiv.org/abs/1612.04739},
eprinttype = {arXiv},
eprint = {1612.04739},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Bachman16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachmanP15,
author = {Philip Bachman and
Doina Precup},
editor = {Francis R. Bach and
David M. Blei},
title = {Variational Generative Stochastic Networks with Collaborative Shaping},
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 = {1964--1972},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/bachman15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachmanP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachmanP15,
author = {Philip Bachman and
Doina Precup},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Data Generation as Sequential Decision Making},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3249--3257},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/09b15d48a1514d8209b192a8b8f34e48-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachmanP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachmanP15,
author = {Philip Bachman and
Doina Precup},
title = {Data Generation as Sequential Decision Making},
journal = {CoRR},
volume = {abs/1506.03504},
year = {2015},
url = {http://arxiv.org/abs/1506.03504},
eprinttype = {arXiv},
eprint = {1506.03504},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachmanP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachmanKP15,
author = {Philip Bachman and
David Krueger and
Doina Precup},
title = {Testing Visual Attention in Dynamic Environments},
journal = {CoRR},
volume = {abs/1510.08949},
year = {2015},
url = {http://arxiv.org/abs/1510.08949},
eprinttype = {arXiv},
eprint = {1510.08949},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachmanKP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachmanFP14,
author = {Philip Bachman and
Amir{-}massoud Farahmand and
Doina Precup},
title = {Sample-based approximate regularization},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1926--1934},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/bachman14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachmanFP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BachmanAP14,
author = {Philip Bachman and
Ouais Alsharif and
Doina Precup},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Learning with Pseudo-Ensembles},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3365--3373},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/66be31e4c40d676991f2405aaecc6934-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BachmanAP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlsharifBP14,
author = {Ouais Alsharif and
Philip Bachman and
Joelle Pineau},
title = {Lifelong Learning of Discriminative Representations},
journal = {CoRR},
volume = {abs/1404.4108},
year = {2014},
url = {http://arxiv.org/abs/1404.4108},
eprinttype = {arXiv},
eprint = {1404.4108},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlsharifBP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BachmanAP14,
author = {Philip Bachman and
Ouais Alsharif and
Doina Precup},
title = {Learning with Pseudo-Ensembles},
journal = {CoRR},
volume = {abs/1412.4864},
year = {2014},
url = {http://arxiv.org/abs/1412.4864},
eprinttype = {arXiv},
eprint = {1412.4864},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BachmanAP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BachmanP13,
author = {Philip Bachman and
Doina Precup},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Greedy Confidence Pursuit: {A} Pragmatic Approach to Multi-bandit
Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8188},
pages = {241--256},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40988-2\_16},
doi = {10.1007/978-3-642-40988-2\_16},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BachmanP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PrecupB12,
author = {Doina Precup and
Philip Bachman},
title = {Improved Estimation in Time Varying Models},
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/850.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PrecupB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BachmanP11,
author = {Philip Bachman and
Doina Precup},
editor = {Wolfram Burgard and
Dan Roth},
title = {Learning Compact Representations of Time-Varying Processes},
booktitle = {Proceedings of the Twenty-Fifth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2011, San Francisco, California, USA, August 7-11, 2011},
pages = {1748--1749},
publisher = {{AAAI} Press},
year = {2011},
url = {https://doi.org/10.1609/aaai.v25i1.8061},
doi = {10.1609/AAAI.V25I1.8061},
timestamp = {Mon, 04 Sep 2023 16:05:54 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BachmanP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/BachmanL09,
author = {Philip Bachman and
Ying Liu},
title = {Structure discovery in {PPI} networks using pattern-based network
decomposition},
journal = {Bioinform.},
volume = {25},
number = {14},
pages = {1814--1821},
year = {2009},
url = {https://doi.org/10.1093/bioinformatics/btp297},
doi = {10.1093/BIOINFORMATICS/BTP297},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/BachmanL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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