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ORCIDBibTeX records: Lars Buesing
@inproceedings{DBLP:conf/iclr/BosnjakRTSWHBPB23,
author = {Matko Bosnjak and
Pierre Harvey Richemond and
Nenad Tomasev and
Florian Strub and
Jacob C. Walker and
Felix Hill and
Lars Holger Buesing and
Razvan Pascanu and
Charles Blundell and
Jovana Mitrovic},
title = {SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations},
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/pdf?id=TAVBJ4aHsWt},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BosnjakRTSWHBPB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05158,
author = {Matko Bosnjak and
Pierre H. Richemond and
Nenad Tomasev and
Florian Strub and
Jacob C. Walker and
Felix Hill and
Lars Holger Buesing and
Razvan Pascanu and
Charles Blundell and
Jovana Mitrovic},
title = {SemPPL: Predicting pseudo-labels for better contrastive representations},
journal = {CoRR},
volume = {abs/2301.05158},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05158},
doi = {10.48550/ARXIV.2301.05158},
eprinttype = {arXiv},
eprint = {2301.05158},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/0001BBEPKS22,
author = {Richard Evans and
Matko Bosnjak and
Lars Buesing and
Kevin Ellis and
David Pfau and
Pushmeet Kohli and
Marek J. Sergot},
editor = {Luc De Raedt},
title = {Making Sense of Raw Input (Extended Abstract)},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5727--5731},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/799},
doi = {10.24963/IJCAI.2022/799},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/0001BBEPKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-05119,
author = {Nenad Tomasev and
Ioana Bica and
Brian McWilliams and
Lars Buesing and
Razvan Pascanu and
Charles Blundell and
Jovana Mitrovic},
title = {Pushing the limits of self-supervised ResNets: Can we outperform supervised
learning without labels on ImageNet?},
journal = {CoRR},
volume = {abs/2201.05119},
year = {2022},
url = {https://arxiv.org/abs/2201.05119},
eprinttype = {arXiv},
eprint = {2201.05119},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-05119.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/EvansBBERKS21,
author = {Richard Evans and
Matko Bosnjak and
Lars Buesing and
Kevin Ellis and
David P. Reichert and
Pushmeet Kohli and
Marek J. Sergot},
title = {Making sense of raw input},
journal = {Artif. Intell.},
volume = {299},
pages = {103521},
year = {2021},
url = {https://doi.org/10.1016/j.artint.2021.103521},
doi = {10.1016/J.ARTINT.2021.103521},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/EvansBBERKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/DaviesVBBZTTBBJ21,
author = {Alex Davies and
Petar Velickovic and
Lars Buesing and
Sam Blackwell and
Daniel Zheng and
Nenad Tomasev and
Richard Tanburn and
Peter W. Battaglia and
Charles Blundell and
Andr{\'{a}}s Juh{\'{a}}sz and
Marc Lackenby and
Geordie Williamson and
Demis Hassabis and
Pushmeet Kohli},
title = {Advancing mathematics by guiding human intuition with {AI}},
journal = {Nat.},
volume = {600},
number = {7887},
pages = {70--74},
year = {2021},
url = {https://doi.org/10.1038/s41586-021-04086-x},
doi = {10.1038/S41586-021-04086-X},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/DaviesVBBZTTBBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HamrickFBGVWABV21,
author = {Jessica B. Hamrick and
Abram L. Friesen and
Feryal M. P. Behbahani and
Arthur Guez and
Fabio Viola and
Sims Witherspoon and
Thomas Anthony and
Lars Holger Buesing and
Petar Velickovic and
Theophane Weber},
title = {On the role of planning in model-based deep reinforcement 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=IrM64DGB21},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/HamrickFBGVWABV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MitrovicMWBB21,
author = {Jovana Mitrovic and
Brian McWilliams and
Jacob C. Walker and
Lars Holger Buesing and
Charles Blundell},
title = {Representation Learning via Invariant Causal Mechanisms},
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=9p2ekP904Rs},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MitrovicMWBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MesnardWVTSHDSH21,
author = {Thomas Mesnard and
Theophane Weber and
Fabio Viola and
Shantanu Thakoor and
Alaa Saade and
Anna Harutyunyan and
Will Dabney and
Thomas S. Stepleton and
Nicolas Heess and
Arthur Guez and
Eric Moulines and
Marcus Hutter and
Lars Buesing and
R{\'{e}}mi Munos},
editor = {Marina Meila and
Tong Zhang},
title = {Counterfactual Credit Assignment in Model-Free Reinforcement 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 = {7654--7664},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mesnard21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MesnardWVTSHDSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BuesingHW20,
author = {Lars Buesing and
Nicolas Heess and
Theophane Weber},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Approximate Inference in Discrete Distributions with Monte Carlo Tree
Search and Value Functions},
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 = {624--634},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/buesing20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BuesingHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HamrickBSPWBB20,
author = {Jessica B. Hamrick and
Victor Bapst and
Alvaro Sanchez{-}Gonzalez and
Tobias Pfaff and
Theophane Weber and
Lars Buesing and
Peter W. Battaglia},
title = {Combining Q-Learning and Search with Amortized Value Estimates},
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=SkeAaJrKDS},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HamrickBSPWBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuezVWBKPSH20,
author = {Arthur Guez and
Fabio Viola and
Theophane Weber and
Lars Buesing and
Steven Kapturowski and
Doina Precup and
David Silver and
Nicolas Heess},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Value-driven Hindsight Modelling},
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/9381fc93ad66f9ec4b2eef71147a6665-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuezVWBKPSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VelickovicBOPVB20,
author = {Petar Velickovic and
Lars Buesing and
Matthew C. Overlan and
Razvan Pascanu and
Oriol Vinyals and
Charles Blundell},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Pointer Graph Networks},
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/176bf6219855a6eb1f3a30903e34b6fb-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VelickovicBOPVB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02836,
author = {Danilo J. Rezende and
Ivo Danihelka and
George Papamakarios and
Nan Rosemary Ke and
Ray Jiang and
Theophane Weber and
Karol Gregor and
Hamza Merzic and
Fabio Viola and
Jane Wang and
Jovana Mitrovic and
Frederic Besse and
Ioannis Antonoglou and
Lars Buesing},
title = {Causally Correct Partial Models for Reinforcement Learning},
journal = {CoRR},
volume = {abs/2002.02836},
year = {2020},
url = {https://arxiv.org/abs/2002.02836},
eprinttype = {arXiv},
eprint = {2002.02836},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08329,
author = {Arthur Guez and
Fabio Viola and
Th{\'{e}}ophane Weber and
Lars Buesing and
Steven Kapturowski and
Doina Precup and
David Silver and
Nicolas Heess},
title = {Value-driven Hindsight Modelling},
journal = {CoRR},
volume = {abs/2002.08329},
year = {2020},
url = {https://arxiv.org/abs/2002.08329},
eprinttype = {arXiv},
eprint = {2002.08329},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-11410,
author = {Giambattista Parascandolo and
Lars Buesing and
Josh Merel and
Leonard Hasenclever and
John Aslanides and
Jessica B. Hamrick and
Nicolas Heess and
Alexander Neitz and
Theophane Weber},
title = {Divide-and-Conquer Monte Carlo Tree Search For Goal-Directed Planning},
journal = {CoRR},
volume = {abs/2004.11410},
year = {2020},
url = {https://arxiv.org/abs/2004.11410},
eprinttype = {arXiv},
eprint = {2004.11410},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-11410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06380,
author = {Petar Velickovic and
Lars Buesing and
Matthew C. Overlan and
Razvan Pascanu and
Oriol Vinyals and
Charles Blundell},
title = {Pointer Graph Networks},
journal = {CoRR},
volume = {abs/2006.06380},
year = {2020},
url = {https://arxiv.org/abs/2006.06380},
eprinttype = {arXiv},
eprint = {2006.06380},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05524,
author = {Mehdi Mirza and
Andrew Jaegle and
Jonathan J. Hunt and
Arthur Guez and
Saran Tunyasuvunakool and
Alistair Muldal and
Th{\'{e}}ophane Weber and
P{\'{e}}ter Karkus and
S{\'{e}}bastien Racani{\`{e}}re and
Lars Buesing and
Timothy P. Lillicrap and
Nicolas Heess},
title = {Physically Embedded Planning Problems: New Challenges for Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2009.05524},
year = {2020},
url = {https://arxiv.org/abs/2009.05524},
eprinttype = {arXiv},
eprint = {2009.05524},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01298,
author = {P{\'{e}}ter Karkus and
Mehdi Mirza and
Arthur Guez and
Andrew Jaegle and
Timothy P. Lillicrap and
Lars Buesing and
Nicolas Heess and
Theophane Weber},
title = {Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for
Physically Embedded 3D Sokoban},
journal = {CoRR},
volume = {abs/2010.01298},
year = {2020},
url = {https://arxiv.org/abs/2010.01298},
eprinttype = {arXiv},
eprint = {2010.01298},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07922,
author = {Jovana Mitrovic and
Brian McWilliams and
Jacob C. Walker and
Lars Buesing and
Charles Blundell},
title = {Representation Learning via Invariant Causal Mechanisms},
journal = {CoRR},
volume = {abs/2010.07922},
year = {2020},
url = {https://arxiv.org/abs/2010.07922},
eprinttype = {arXiv},
eprint = {2010.07922},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04021,
author = {Jessica B. Hamrick and
Abram L. Friesen and
Feryal M. P. Behbahani and
Arthur Guez and
Fabio Viola and
Sims Witherspoon and
Thomas Anthony and
Lars Buesing and
Petar Velickovic and
Th{\'{e}}ophane Weber},
title = {On the role of planning in model-based deep reinforcement learning},
journal = {CoRR},
volume = {abs/2011.04021},
year = {2020},
url = {https://arxiv.org/abs/2011.04021},
eprinttype = {arXiv},
eprint = {2011.04021},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09464,
author = {Thomas Mesnard and
Th{\'{e}}ophane Weber and
Fabio Viola and
Shantanu Thakoor and
Alaa Saade and
Anna Harutyunyan and
Will Dabney and
Tom Stepleton and
Nicolas Heess and
Arthur Guez and
Marcus Hutter and
Lars Buesing and
R{\'{e}}mi Munos},
title = {Counterfactual Credit Assignment in Model-Free Reinforcement Learning},
journal = {CoRR},
volume = {abs/2011.09464},
year = {2020},
url = {https://arxiv.org/abs/2011.09464},
eprinttype = {arXiv},
eprint = {2011.09464},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WeberHBS19,
author = {Th{\'{e}}ophane Weber and
Nicolas Heess and
Lars Buesing and
David Silver},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Credit Assignment Techniques in Stochastic Computation Graphs},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2650--2660},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/weber19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WeberHBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BuesingWZHRGL19,
author = {Lars Buesing and
Theophane Weber and
Yori Zwols and
Nicolas Heess and
S{\'{e}}bastien Racani{\`{e}}re and
Arthur Guez and
Jean{-}Baptiste Lespiau},
title = {Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search},
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=BJG0voC9YQ},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BuesingWZHRGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GregorPBBW19,
author = {Karol Gregor and
George Papamakarios and
Frederic Besse and
Lars Buesing and
Theophane Weber},
title = {Temporal Difference Variational Auto-Encoder},
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=S1x4ghC9tQ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GregorPBBW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-01761,
author = {Th{\'{e}}ophane Weber and
Nicolas Heess and
Lars Buesing and
David Silver},
title = {Credit Assignment Techniques in Stochastic Computation Graphs},
journal = {CoRR},
volume = {abs/1901.01761},
year = {2019},
url = {http://arxiv.org/abs/1901.01761},
eprinttype = {arXiv},
eprint = {1901.01761},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06862,
author = {Lars Buesing and
Nicolas Heess and
Theophane Weber},
title = {Approximate Inference in Discrete Distributions with Monte Carlo Tree
Search and Value Functions},
journal = {CoRR},
volume = {abs/1910.06862},
year = {2019},
url = {http://arxiv.org/abs/1910.06862},
eprinttype = {arXiv},
eprint = {1910.06862},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02807,
author = {Jessica B. Hamrick and
Victor Bapst and
Alvaro Sanchez{-}Gonzalez and
Tobias Pfaff and
Theophane Weber and
Lars Buesing and
Peter W. Battaglia},
title = {Combining Q-Learning and Search with Amortized Value Estimates},
journal = {CoRR},
volume = {abs/1912.02807},
year = {2019},
url = {http://arxiv.org/abs/1912.02807},
eprinttype = {arXiv},
eprint = {1912.02807},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03006,
author = {Lars Buesing and
Theophane Weber and
S{\'{e}}bastien Racani{\`{e}}re and
S. M. Ali Eslami and
Danilo Jimenez Rezende and
David P. Reichert and
Fabio Viola and
Frederic Besse and
Karol Gregor and
Demis Hassabis and
Daan Wierstra},
title = {Learning and Querying Fast Generative Models for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1802.03006},
year = {2018},
url = {http://arxiv.org/abs/1802.03006},
eprinttype = {arXiv},
eprint = {1802.03006},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06272,
author = {Lars Buesing and
Theophane Weber and
Yori Zwols and
S{\'{e}}bastien Racani{\`{e}}re and
Arthur Guez and
Jean{-}Baptiste Lespiau and
Nicolas Heess},
title = {Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search},
journal = {CoRR},
volume = {abs/1811.06272},
year = {2018},
url = {http://arxiv.org/abs/1811.06272},
eprinttype = {arXiv},
eprint = {1811.06272},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SpeiserYABTM17,
author = {Artur Speiser and
Jinyao Yan and
Evan W. Archer and
Lars Buesing and
Srinivas C. Turaga and
Jakob H. Macke},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Fast amortized inference of neural activity from calcium imaging data
with variational autoencoders},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {4024--4034},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/5d6646aad9bcc0be55b2c82f69750387-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/SpeiserYABTM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RacaniereWRBGRB17,
author = {S{\'{e}}bastien Racani{\`{e}}re and
Theophane Weber and
David P. Reichert and
Lars Buesing and
Arthur Guez and
Danilo Jimenez Rezende and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Oriol Vinyals and
Nicolas Heess and
Yujia Li and
Razvan Pascanu and
Peter W. Battaglia and
Demis Hassabis and
David Silver and
Daan Wierstra},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Imagination-Augmented Agents for Deep Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {5690--5701},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/9e82757e9a1c12cb710ad680db11f6f1-Abstract.html},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RacaniereWRBGRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PascanuLVHBRRWW17,
author = {Razvan Pascanu and
Yujia Li and
Oriol Vinyals and
Nicolas Heess and
Lars Buesing and
S{\'{e}}bastien Racani{\`{e}}re and
David P. Reichert and
Theophane Weber and
Daan Wierstra and
Peter W. Battaglia},
title = {Learning model-based planning from scratch},
journal = {CoRR},
volume = {abs/1707.06170},
year = {2017},
url = {http://arxiv.org/abs/1707.06170},
eprinttype = {arXiv},
eprint = {1707.06170},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/PascanuLVHBRRWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeberRRBGRBVHLP17,
author = {Theophane Weber and
S{\'{e}}bastien Racani{\`{e}}re and
David P. Reichert and
Lars Buesing and
Arthur Guez and
Danilo Jimenez Rezende and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Oriol Vinyals and
Nicolas Heess and
Yujia Li and
Razvan Pascanu and
Peter W. Battaglia and
David Silver and
Daan Wierstra},
title = {Imagination-Augmented Agents for Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1707.06203},
year = {2017},
url = {http://arxiv.org/abs/1707.06203},
eprinttype = {arXiv},
eprint = {1707.06203},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WeberRRBGRBVHLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-01846,
author = {Artur Speiser and
Jinyao Yan and
Evan Archer and
Lars Buesing and
Srinivas C. Turaga and
Jakob H. Macke},
title = {Fast amortized inference of neural activity from calcium imaging data
with variational autoencoders},
journal = {CoRR},
volume = {abs/1711.01846},
year = {2017},
url = {http://arxiv.org/abs/1711.01846},
eprinttype = {arXiv},
eprint = {1711.01846},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-01846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkJQSBS15,
author = {Mijung Park and
Wittawat Jitkrittum and
Ahmad Qamar and
Zolt{\'{a}}n Szab{\'{o}} and
Lars Buesing and
Maneesh Sahani},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Bayesian Manifold Learning: The Locally Linear Latent Variable Model
{(LL-LVM)}},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {154--162},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/d1fe173d08e959397adf34b1d77e88d7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ParkJQSBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GaoBSC15,
author = {Yuanjun Gao and
Lars Buesing and
Krishna V. Shenoy and
John P. Cunningham},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {High-dimensional neural spike train analysis with generalized count
linear dynamical systems},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {2044--2052},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/9996535e07258a7bbfd8b132435c5962-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GaoBSC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BuesingMCP14,
author = {Lars Buesing and
Timothy A. Machado and
John P. Cunningham and
Liam Paninski},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Clustered factor analysis of multineuronal spike data},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {3500--3508},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/e8dfff4676a47048d6f0c4ef899593dd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BuesingMCP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/NesslerPBM13,
author = {Bernhard Nessler and
Michael Pfeiffer and
Lars Buesing and
Wolfgang Maass},
title = {Bayesian Computation Emerges in Generic Cortical Microcircuits through
Spike-Timing-Dependent Plasticity},
journal = {PLoS Comput. Biol.},
volume = {9},
number = {4},
year = {2013},
url = {https://doi.org/10.1371/journal.pcbi.1003037},
doi = {10.1371/JOURNAL.PCBI.1003037},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/NesslerPBM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TuragaBPDPHM13,
author = {Srinivas C. Turaga and
Lars Buesing and
Adam M. Packer and
Henry Dalgleish and
Noah Pettit and
Michael H{\"{a}}usser and
Jakob H. Macke},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Inferring neural population dynamics from multiple partial recordings
of the same neural circuit},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {539--547},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/01386bd6d8e091c2ab4c7c7de644d37b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TuragaBPDPHM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BuesingMS12,
author = {Lars Buesing and
Jakob H. Macke and
Maneesh Sahani},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Spectral learning of linear dynamics from generalised-linear observations
with application to neural population data},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1691--1699},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/d58072be2820e8682c0a27c0518e805e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BuesingMS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/BuesingBNM11,
author = {Lars Buesing and
Johannes Bill and
Bernhard Nessler and
Wolfgang Maass},
title = {Neural Dynamics as Sampling: {A} Model for Stochastic Computation
in Recurrent Networks of Spiking Neurons},
journal = {PLoS Comput. Biol.},
volume = {7},
number = {11},
year = {2011},
url = {https://doi.org/10.1371/journal.pcbi.1002211},
doi = {10.1371/JOURNAL.PCBI.1002211},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/BuesingBNM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/PecevskiBM11,
author = {Dejan Pecevski and
Lars Buesing and
Wolfgang Maass},
title = {Probabilistic Inference in General Graphical Models through Sampling
in Stochastic Networks of Spiking Neurons},
journal = {PLoS Comput. Biol.},
volume = {7},
number = {12},
year = {2011},
url = {https://doi.org/10.1371/journal.pcbi.1002294},
doi = {10.1371/JOURNAL.PCBI.1002294},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/PecevskiBM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MackeBCYSS11,
author = {Jakob H. Macke and
Lars Buesing and
John P. Cunningham and
Byron M. Yu and
Krishna V. Shenoy and
Maneesh Sahani},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Empirical models of spiking in neural populations},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1350--1358},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/7143d7fbadfa4693b9eec507d9d37443-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MackeBCYSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BusingSL10,
author = {Lars B{\"{u}}sing and
Benjamin Schrauwen and
Robert Legenstein},
title = {Connectivity, Dynamics, and Memory in Reservoir Computing with Binary
and Analog Neurons},
journal = {Neural Comput.},
volume = {22},
number = {5},
pages = {1272--1311},
year = {2010},
url = {https://doi.org/10.1162/neco.2009.01-09-947},
doi = {10.1162/NECO.2009.01-09-947},
timestamp = {Thu, 09 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/BusingSL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BuesingM10,
author = {Lars Buesing and
Wolfgang Maass},
title = {A Spiking Neuron as Information Bottleneck},
journal = {Neural Comput.},
volume = {22},
number = {8},
pages = {1961--1992},
year = {2010},
url = {https://doi.org/10.1162/neco.2010.08-09-1084},
doi = {10.1162/NECO.2010.08-09-1084},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/BuesingM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/ClopathZVBG08,
author = {Claudia Clopath and
Lorric Ziegler and
Eleni Vasilaki and
Lars B{\"{u}}sing and
Wulfram Gerstner},
title = {Tag-Trigger-Consolidation: {A} Model of Early and Late Long-Term-Potentiation
and Depression},
journal = {PLoS Comput. Biol.},
volume = {4},
number = {12},
year = {2008},
url = {https://doi.org/10.1371/journal.pcbi.1000248},
doi = {10.1371/JOURNAL.PCBI.1000248},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/ClopathZVBG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchrauwenBL08,
author = {Benjamin Schrauwen and
Lars Buesing and
Robert Legenstein},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {On Computational Power and the Order-Chaos Phase Transition in Reservoir
Computing},
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 = {1425--1432},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/b99d193b66a6542917d2b7bee52c2574-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SchrauwenBL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/MuellerBSM07,
author = {Eilif Mueller and
Lars Buesing and
Johannes Schemmel and
Karlheinz Meier},
title = {Spike-Frequency Adapting Neural Ensembles: Beyond Mean Adaptation
and Renewal Theories},
journal = {Neural Comput.},
volume = {19},
number = {11},
pages = {2958--3010},
year = {2007},
url = {https://doi.org/10.1162/neco.2007.19.11.2958},
doi = {10.1162/NECO.2007.19.11.2958},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/MuellerBSM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BuesingM07,
author = {Lars Buesing and
Wolfgang Maass},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Simplified Rules and Theoretical Analysis for Information Bottleneck
Optimization and {PCA} with Spiking Neurons},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {193--200},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/8fe0093bb30d6f8c31474bd0764e6ac0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BuesingM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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