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ORCIDBibTeX records: Thore Graepel
@article{DBLP:journals/scirobotics/LiuLWMEHCTOASHM22,
author = {Siqi Liu and
Guy Lever and
Zhe Wang and
Josh Merel and
S. M. Ali Eslami and
Daniel Hennes and
Wojciech M. Czarnecki and
Yuval Tassa and
Shayegan Omidshafiei and
Abbas Abdolmaleki and
Noah Y. Siegel and
Leonard Hasenclever and
Luke Marris and
Saran Tunyasuvunakool and
H. Francis Song and
Markus Wulfmeier and
Paul Muller and
Tuomas Haarnoja and
Brendan D. Tracey and
Karl Tuyls and
Thore Graepel and
Nicolas Heess},
title = {From motor control to team play in simulated humanoid football},
journal = {Sci. Robotics},
volume = {7},
number = {69},
year = {2022},
url = {https://doi.org/10.1126/scirobotics.abo0235},
doi = {10.1126/SCIROBOTICS.ABO0235},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scirobotics/LiuLWMEHCTOASHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GempMVG22,
author = {Ian Gemp and
Brian McWilliams and
Claire Vernade and
Thore Graepel},
title = {EigenGame Unloaded: When playing games is better than optimizing},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=So6YAqnqgMj},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GempMVG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuMHMHG22,
author = {Siqi Liu and
Luke Marris and
Daniel Hennes and
Josh Merel and
Nicolas Heess and
Thore Graepel},
title = {NeuPL: Neural Population Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=MIX3fJkl\_1},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiuMHMHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01816,
author = {Kavya Kopparapu and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Jayd Matyas and
Alexander Sasha Vezhnevets and
John P. Agapiou and
Kevin R. McKee and
Richard Everett and
Janusz Marecki and
Joel Z. Leibo and
Thore Graepel},
title = {Hidden Agenda: a Social Deduction Game with Diverse Learned Equilibria},
journal = {CoRR},
volume = {abs/2201.01816},
year = {2022},
url = {https://arxiv.org/abs/2201.01816},
eprinttype = {arXiv},
eprint = {2201.01816},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07415,
author = {Siqi Liu and
Luke Marris and
Daniel Hennes and
Josh Merel and
Nicolas Heess and
Thore Graepel},
title = {NeuPL: Neural Population Learning},
journal = {CoRR},
volume = {abs/2202.07415},
year = {2022},
url = {https://arxiv.org/abs/2202.07415},
eprinttype = {arXiv},
eprint = {2202.07415},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07415.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02205,
author = {Luke Marris and
Marc Lanctot and
Ian Gemp and
Shayegan Omidshafiei and
Stephen McAleer and
Jerome T. Connor and
Karl Tuyls and
Thore Graepel},
title = {Game Theoretic Rating in N-player general-sum games with Equilibria},
journal = {CoRR},
volume = {abs/2210.02205},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02205},
doi = {10.48550/ARXIV.2210.02205},
eprinttype = {arXiv},
eprint = {2210.02205},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/TuylsOMWCHGSWSL21,
author = {Karl Tuyls and
Shayegan Omidshafiei and
Paul Muller and
Zhe Wang and
Jerome T. Connor and
Daniel Hennes and
Ian Graham and
William Spearman and
Tim Waskett and
Dafydd Steele and
Pauline Luc and
Adri{\`{a}} Recasens and
Alexandre Galashov and
Gregory Thornton and
Romuald Elie and
Pablo Sprechmann and
Pol Moreno and
Kris Cao and
Marta Garnelo and
Praneet Dutta and
Michal Valko and
Nicolas Heess and
Alex Bridgland and
Julien P{\'{e}}rolat and
Bart De Vylder and
S. M. Ali Eslami and
Mark Rowland and
Andrew Jaegle and
R{\'{e}}mi Munos and
Trevor Back and
Razia Ahamed and
Simon Bouton and
Nathalie Beauguerlange and
Jackson Broshear and
Thore Graepel and
Demis Hassabis},
title = {Game Plan: What {AI} can do for Football, and What Football can do
for {AI}},
journal = {J. Artif. Intell. Res.},
volume = {71},
pages = {41--88},
year = {2021},
url = {https://doi.org/10.1613/jair.1.12505},
doi = {10.1613/JAIR.1.12505},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/TuylsOMWCHGSWSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GempMVG21,
author = {Ian Gemp and
Brian McWilliams and
Claire Vernade and
Thore Graepel},
title = {EigenGame: {PCA} as a Nash Equilibrium},
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=NzTU59SYbNq},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GempMVG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeiboDVASKMBMG21,
author = {Joel Z. Leibo and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Alexander Vezhnevets and
John P. Agapiou and
Peter Sunehag and
Raphael Koster and
Jayd Matyas and
Charlie Beattie and
Igor Mordatch and
Thore Graepel},
editor = {Marina Meila and
Tong Zhang},
title = {Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting
Pot},
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 = {6187--6199},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/leibo21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LeiboDVASKMBMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MarrisMLTG21,
author = {Luke Marris and
Paul Muller and
Marc Lanctot and
Karl Tuyls and
Thore Graepel},
editor = {Marina Meila and
Tong Zhang},
title = {Multi-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers},
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 = {7480--7491},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/marris21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MarrisMLTG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BachrachGGKERG21,
author = {Yoram Bachrach and
Ian Gemp and
Marta Garnelo and
J{\'{a}}nos Kram{\'{a}}r and
Tom Eccles and
Dan Rosenbaum and
Thore Graepel},
editor = {Zhi{-}Hua Zhou},
title = {A Neural Network Auction For Group Decision Making Over a Continuous
Space},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {4976--4979},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/706},
doi = {10.24963/IJCAI.2021/706},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BachrachGGKERG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04152,
author = {Ian Gemp and
Brian McWilliams and
Claire Vernade and
Thore Graepel},
title = {EigenGame Unloaded: When playing games is better than optimizing},
journal = {CoRR},
volume = {abs/2102.04152},
year = {2021},
url = {https://arxiv.org/abs/2102.04152},
eprinttype = {arXiv},
eprint = {2102.04152},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-04982,
author = {Kevin R. McKee and
Edward Hughes and
Tina O. Zhu and
Martin J. Chadwick and
Raphael Koster and
Antonio Garc{\'{\i}}a Casta{\~{n}}eda and
Charlie Beattie and
Thore Graepel and
Matthew M. Botvinick and
Joel Z. Leibo},
title = {Deep reinforcement learning models the emergent dynamics of human
cooperation},
journal = {CoRR},
volume = {abs/2103.04982},
year = {2021},
url = {https://arxiv.org/abs/2103.04982},
eprinttype = {arXiv},
eprint = {2103.04982},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-04982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12196,
author = {Siqi Liu and
Guy Lever and
Zhe Wang and
Josh Merel and
S. M. Ali Eslami and
Daniel Hennes and
Wojciech M. Czarnecki and
Yuval Tassa and
Shayegan Omidshafiei and
Abbas Abdolmaleki and
Noah Y. Siegel and
Leonard Hasenclever and
Luke Marris and
Saran Tunyasuvunakool and
H. Francis Song and
Markus Wulfmeier and
Paul Muller and
Tuomas Haarnoja and
Brendan D. Tracey and
Karl Tuyls and
Thore Graepel and
Nicolas Heess},
title = {From Motor Control to Team Play in Simulated Humanoid Football},
journal = {CoRR},
volume = {abs/2105.12196},
year = {2021},
url = {https://arxiv.org/abs/2105.12196},
eprinttype = {arXiv},
eprint = {2105.12196},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09435,
author = {Luke Marris and
Paul Muller and
Marc Lanctot and
Karl Tuyls and
Thore Graepel},
title = {Multi-Agent Training beyond Zero-Sum with Correlated Equilibrium Meta-Solvers},
journal = {CoRR},
volume = {abs/2106.09435},
year = {2021},
url = {https://arxiv.org/abs/2106.09435},
eprinttype = {arXiv},
eprint = {2106.09435},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06857,
author = {Joel Z. Leibo and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Alexander Sasha Vezhnevets and
John P. Agapiou and
Peter Sunehag and
Raphael Koster and
Jayd Matyas and
Charles Beattie and
Igor Mordatch and
Thore Graepel},
title = {Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting
Pot},
journal = {CoRR},
volume = {abs/2107.06857},
year = {2021},
url = {https://arxiv.org/abs/2107.06857},
eprinttype = {arXiv},
eprint = {2107.06857},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-13889,
author = {Thore Graepel and
Ralf Herbrich},
title = {A PAC-Bayesian Analysis of Distance-Based Classifiers: Why Nearest-Neighbour
works!},
journal = {CoRR},
volume = {abs/2109.13889},
year = {2021},
url = {https://arxiv.org/abs/2109.13889},
eprinttype = {arXiv},
eprint = {2109.13889},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-13889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/TuylsPLHELSG20,
author = {Karl Tuyls and
Julien P{\'{e}}rolat and
Marc Lanctot and
Edward Hughes and
Richard Everett and
Joel Z. Leibo and
Csaba Szepesv{\'{a}}ri and
Thore Graepel},
title = {Bounds and dynamics for empirical game theoretic analysis},
journal = {Auton. Agents Multi Agent Syst.},
volume = {34},
number = {1},
pages = {7},
year = {2020},
url = {https://doi.org/10.1007/s10458-019-09432-y},
doi = {10.1007/S10458-019-09432-Y},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aamas/TuylsPLHELSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/BachrachEHLLLJC20,
author = {Yoram Bachrach and
Richard Everett and
Edward Hughes and
Angeliki Lazaridou and
Joel Z. Leibo and
Marc Lanctot and
Michael Johanson and
Wojciech M. Czarnecki and
Thore Graepel},
title = {Negotiating team formation using deep reinforcement learning},
journal = {Artif. Intell.},
volume = {288},
pages = {103356},
year = {2020},
url = {https://doi.org/10.1016/j.artint.2020.103356},
doi = {10.1016/J.ARTINT.2020.103356},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/BachrachEHLLLJC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/SchrittwieserAH20,
author = {Julian Schrittwieser and
Ioannis Antonoglou and
Thomas Hubert and
Karen Simonyan and
Laurent Sifre and
Simon Schmitt and
Arthur Guez and
Edward Lockhart and
Demis Hassabis and
Thore Graepel and
Timothy P. Lillicrap and
David Silver},
title = {Mastering Atari, Go, chess and shogi by planning with a learned model},
journal = {Nat.},
volume = {588},
number = {7839},
pages = {604--609},
year = {2020},
url = {https://doi.org/10.1038/s41586-020-03051-4},
doi = {10.1038/S41586-020-03051-4},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/SchrittwieserAH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Graepel20,
author = {Thore Graepel},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Automatic Curricula in Deep Multi-Agent Reinforc ement Learning},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {2},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398764},
doi = {10.5555/3398761.3398764},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/Graepel20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BalduzziCAGHLPG20,
author = {David Balduzzi and
Wojciech M. Czarnecki and
Tom Anthony and
Ian Gemp and
Edward Hughes and
Joel Z. Leibo and
Georgios Piliouras and
Thore Graepel},
title = {Smooth markets: {A} basic mechanism for organizing gradient-based
learners},
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=B1xMEerYvB},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BalduzziCAGHLPG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MullerORTPLHMLH20,
author = {Paul Muller and
Shayegan Omidshafiei and
Mark Rowland and
Karl Tuyls and
Julien P{\'{e}}rolat and
Siqi Liu and
Daniel Hennes and
Luke Marris and
Marc Lanctot and
Edward Hughes and
Zhe Wang and
Guy Lever and
Nicolas Heess and
Thore Graepel and
R{\'{e}}mi Munos},
title = {A Generalized Training Approach for Multiagent Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Bkl5kxrKDr},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MullerORTPLHMLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BaumannGS20,
author = {Tobias Baumann and
Thore Graepel and
John Shawe{-}Taylor},
title = {Adaptive Mechanism Design: Learning to Promote Cooperation},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--7},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9207690},
doi = {10.1109/IJCNN48605.2020.9207690},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/BaumannGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AnthonyETKGHPLP20,
author = {Thomas W. Anthony and
Tom Eccles and
Andrea Tacchetti and
J{\'{a}}nos Kram{\'{a}}r and
Ian Gemp and
Thomas C. Hudson and
Nicolas Porcel and
Marc Lanctot and
Julien P{\'{e}}rolat and
Richard Everett and
Satinder Singh and
Thore Graepel and
Yoram Bachrach},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Learning to Play No-Press Diplomacy with Best Response Policy Iteration},
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/d1419302db9c022ab1d48681b13d5f8b-Abstract.html},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/AnthonyETKGHPLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-04678,
author = {David Balduzzi and
Wojciech M. Czarnecki and
Thomas W. Anthony and
Ian M. Gemp and
Edward Hughes and
Joel Z. Leibo and
Georgios Piliouras and
Thore Graepel},
title = {Smooth markets: {A} basic mechanism for organizing gradient-based
learners},
journal = {CoRR},
volume = {abs/2001.04678},
year = {2020},
url = {https://arxiv.org/abs/2001.04678},
eprinttype = {arXiv},
eprint = {2001.04678},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-04678.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04635,
author = {Thomas W. Anthony and
Tom Eccles and
Andrea Tacchetti and
J{\'{a}}nos Kram{\'{a}}r and
Ian Gemp and
Thomas C. Hudson and
Nicolas Porcel and
Marc Lanctot and
Julien P{\'{e}}rolat and
Richard Everett and
Satinder Singh and
Thore Graepel and
Yoram Bachrach},
title = {Learning to Play No-Press Diplomacy with Best Response Policy Iteration},
journal = {CoRR},
volume = {abs/2006.04635},
year = {2020},
url = {https://arxiv.org/abs/2006.04635},
eprinttype = {arXiv},
eprint = {2006.04635},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04635.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00554,
author = {Ian Gemp and
Brian McWilliams and
Claire Vernade and
Thore Graepel},
title = {EigenGame: {PCA} as a Nash Equilibrium},
journal = {CoRR},
volume = {abs/2010.00554},
year = {2020},
url = {https://arxiv.org/abs/2010.00554},
eprinttype = {arXiv},
eprint = {2010.00554},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09054,
author = {Raphael K{\"{o}}ster and
Kevin R. McKee and
Richard Everett and
Laura Weidinger and
William S. Isaac and
Edward Hughes and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Thore Graepel and
Matthew M. Botvinick and
Joel Z. Leibo},
title = {Model-free conventions in multi-agent reinforcement learning with
heterogeneous preferences},
journal = {CoRR},
volume = {abs/2010.09054},
year = {2020},
url = {https://arxiv.org/abs/2010.09054},
eprinttype = {arXiv},
eprint = {2010.09054},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-10380,
author = {Yoram Bachrach and
Richard Everett and
Edward Hughes and
Angeliki Lazaridou and
Joel Z. Leibo and
Marc Lanctot and
Michael Johanson and
Wojciech M. Czarnecki and
Thore Graepel},
title = {Negotiating Team Formation Using Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2010.10380},
year = {2020},
url = {https://arxiv.org/abs/2010.10380},
eprinttype = {arXiv},
eprint = {2010.10380},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-10380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09192,
author = {Karl Tuyls and
Shayegan Omidshafiei and
Paul Muller and
Zhe Wang and
Jerome T. Connor and
Daniel Hennes and
Ian Graham and
William Spearman and
Tim Waskett and
Dafydd Steele and
Pauline Luc and
Adri{\`{a}} Recasens and
Alexandre Galashov and
Gregory Thornton and
Romuald Elie and
Pablo Sprechmann and
Pol Moreno and
Kris Cao and
Marta Garnelo and
Praneet Dutta and
Michal Valko and
Nicolas Heess and
Alex Bridgland and
Julien P{\'{e}}rolat and
Bart De Vylder and
S. M. Ali Eslami and
Mark Rowland and
Andrew Jaegle and
R{\'{e}}mi Munos and
Trevor Back and
Razia Ahamed and
Simon Bouton and
Nathalie Beauguerlange and
Jackson Broshear and
Thore Graepel and
Demis Hassabis},
title = {Game Plan: What {AI} can do for Football, and What Football can do
for {AI}},
journal = {CoRR},
volume = {abs/2011.09192},
year = {2020},
url = {https://arxiv.org/abs/2011.09192},
eprinttype = {arXiv},
eprint = {2011.09192},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08630,
author = {Allan Dafoe and
Edward Hughes and
Yoram Bachrach and
Tantum Collins and
Kevin R. McKee and
Joel Z. Leibo and
Kate Larson and
Thore Graepel},
title = {Open Problems in Cooperative {AI}},
journal = {CoRR},
volume = {abs/2012.08630},
year = {2020},
url = {https://arxiv.org/abs/2012.08630},
eprinttype = {arXiv},
eprint = {2012.08630},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LetcherBRMFTG19,
author = {Alistair Letcher and
David Balduzzi and
S{\'{e}}bastien Racani{\`{e}}re and
James Martens and
Jakob N. Foerster and
Karl Tuyls and
Thore Graepel},
title = {Differentiable Game Mechanics},
journal = {J. Mach. Learn. Res.},
volume = {20},
pages = {84:1--84:40},
year = {2019},
url = {http://jmlr.org/papers/v20/19-008.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/LetcherBRMFTG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LeiboPHWMDSDG19,
author = {Joel Z. Leibo and
Julien P{\'{e}}rolat and
Edward Hughes and
Steven Wheelwright and
Adam H. Marblestone and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Peter Sunehag and
Iain Dunning and
Thore Graepel},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Malthusian Reinforcement Learning},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1099--1107},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331809},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/LeiboPHWMDSDG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BanarseBLLHFKG19,
author = {Dylan Banarse and
Yoram Bachrach and
Siqi Liu and
Guy Lever and
Nicolas Heess and
Chrisantha Fernando and
Pushmeet Kohli and
Thore Graepel},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {The Body is Not a Given: Joint Agent Policy Learning and Morphology
Evolution},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {1134--1142},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331813},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/BanarseBLLHFKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuLMTHG19,
author = {Siqi Liu and
Guy Lever and
Josh Merel and
Saran Tunyasuvunakool and
Nicolas Heess and
Thore Graepel},
title = {Emergent Coordination Through Competition},
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=BkG8sjR5Km},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiuLMTHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/TacchettiSMZKRG19,
author = {Andrea Tacchetti and
H. Francis Song and
Pedro A. M. Mediano and
Vin{\'{\i}}cius Flores Zambaldi and
J{\'{a}}nos Kram{\'{a}}r and
Neil C. Rabinowitz and
Thore Graepel and
Matthew M. Botvinick and
Peter W. Battaglia},
title = {Relational Forward Models for Multi-Agent Learning},
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=rJlEojAqFm},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/TacchettiSMZKRG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalduzziGB0PJG19,
author = {David Balduzzi and
Marta Garnelo and
Yoram Bachrach and
Wojciech Czarnecki and
Julien P{\'{e}}rolat and
Max Jaderberg and
Thore Graepel},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Open-ended learning in symmetric zero-sum games},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {434--443},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/balduzzi19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalduzziGB0PJG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isalalife/SunehagLLMHL0EG19,
author = {Peter Sunehag and
Guy Lever and
Siqi Liu and
Josh Merel and
Nicolas Heess and
Joel Z. Leibo and
Edward Hughes and
Tom Eccles and
Thore Graepel},
editor = {Harold Fellermann and
Jaume Bacardit and
{\'{A}}ngel Go{\~{n}}i Moreno and
Rudolf M. F{\"{u}}chslin},
title = {Reinforcement Learning Agents acquire Flocking and Symbiotic Behaviour
in Simulated Ecosystems},
booktitle = {2019 Conference on Artificial Life, {ALIFE} 2019, online, July 29
- August 2, 2019},
pages = {103--110},
publisher = {{MIT} Press},
year = {2019},
url = {https://doi.org/10.1162/isal\_a\_00148},
doi = {10.1162/ISAL\_A\_00148},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isalalife/SunehagLLMHL0EG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EcclesBLLG19,
author = {Tom Eccles and
Yoram Bachrach and
Guy Lever and
Angeliki Lazaridou and
Thore Graepel},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Biases for Emergent Communication in Multi-agent Reinforcement Learning},
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 = {13111--13121},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/fe5e7cb609bdbe6d62449d61849c38b0-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/EcclesBLLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-08106,
author = {David Balduzzi and
Marta Garnelo and
Yoram Bachrach and
Wojciech M. Czarnecki and
Julien P{\'{e}}rolat and
Max Jaderberg and
Thore Graepel},
title = {Open-ended Learning in Symmetric Zero-sum Games},
journal = {CoRR},
volume = {abs/1901.08106},
year = {2019},
url = {http://arxiv.org/abs/1901.08106},
eprinttype = {arXiv},
eprint = {1901.08106},
timestamp = {Sat, 02 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-08106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-07151,
author = {Siqi Liu and
Guy Lever and
Josh Merel and
Saran Tunyasuvunakool and
Nicolas Heess and
Thore Graepel},
title = {Emergent Coordination Through Competition},
journal = {CoRR},
volume = {abs/1902.07151},
year = {2019},
url = {http://arxiv.org/abs/1902.07151},
eprinttype = {arXiv},
eprint = {1902.07151},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-07151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00742,
author = {Joel Z. Leibo and
Edward Hughes and
Marc Lanctot and
Thore Graepel},
title = {Autocurricula and the Emergence of Innovation from Social Interaction:
{A} Manifesto for Multi-Agent Intelligence Research},
journal = {CoRR},
volume = {abs/1903.00742},
year = {2019},
url = {http://arxiv.org/abs/1903.00742},
eprinttype = {arXiv},
eprint = {1903.00742},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-00742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04926,
author = {Alistair Letcher and
David Balduzzi and
S{\'{e}}bastien Racani{\`{e}}re and
James Martens and
Jakob N. Foerster and
Karl Tuyls and
Thore Graepel},
title = {Differentiable Game Mechanics},
journal = {CoRR},
volume = {abs/1905.04926},
year = {2019},
url = {http://arxiv.org/abs/1905.04926},
eprinttype = {arXiv},
eprint = {1905.04926},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05181,
author = {Andrea Tacchetti and
DJ Strouse and
Marta Garnelo and
Thore Graepel and
Yoram Bachrach},
title = {A Neural Architecture for Designing Truthful and Efficient Auctions},
journal = {CoRR},
volume = {abs/1907.05181},
year = {2019},
url = {http://arxiv.org/abs/1907.05181},
eprinttype = {arXiv},
eprint = {1907.05181},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-05181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12823,
author = {Paul Muller and
Shayegan Omidshafiei and
Mark Rowland and
Karl Tuyls and
Julien P{\'{e}}rolat and
Siqi Liu and
Daniel Hennes and
Luke Marris and
Marc Lanctot and
Edward Hughes and
Zhe Wang and
Guy Lever and
Nicolas Heess and
Thore Graepel and
R{\'{e}}mi Munos},
title = {A Generalized Training Approach for Multiagent Learning},
journal = {CoRR},
volume = {abs/1909.12823},
year = {2019},
url = {http://arxiv.org/abs/1909.12823},
eprinttype = {arXiv},
eprint = {1909.12823},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08265,
author = {Julian Schrittwieser and
Ioannis Antonoglou and
Thomas Hubert and
Karen Simonyan and
Laurent Sifre and
Simon Schmitt and
Arthur Guez and
Edward Lockhart and
Demis Hassabis and
Thore Graepel and
Timothy P. Lillicrap and
David Silver},
title = {Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model},
journal = {CoRR},
volume = {abs/1911.08265},
year = {2019},
url = {http://arxiv.org/abs/1911.08265},
eprinttype = {arXiv},
eprint = {1911.08265},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-05676,
author = {Tom Eccles and
Yoram Bachrach and
Guy Lever and
Angeliki Lazaridou and
Thore Graepel},
title = {Biases for Emergent Communication in Multi-agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/1912.05676},
year = {2019},
url = {http://arxiv.org/abs/1912.05676},
eprinttype = {arXiv},
eprint = {1912.05676},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-05676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/TuylsPLLG18,
author = {Karl Tuyls and
Julien P{\'{e}}rolat and
Marc Lanctot and
Joel Z. Leibo and
Thore Graepel},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {A Generalised Method for Empirical Game Theoretic Analysis},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {77--85},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3237402},
timestamp = {Sat, 30 Sep 2023 09:34:53 +0200},
biburl = {https://dblp.org/rec/conf/atal/TuylsPLLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SunehagLGCZJLSL18,
author = {Peter Sunehag and
Guy Lever and
Audrunas Gruslys and
Wojciech Marian Czarnecki and
Vin{\'{\i}}cius Flores Zambaldi and
Max Jaderberg and
Marc Lanctot and
Nicolas Sonnerat and
Joel Z. Leibo and
Karl Tuyls and
Thore Graepel},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {Value-Decomposition Networks For Cooperative Multi-Agent Learning
Based On Team Reward},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {2085--2087},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3238080},
timestamp = {Tue, 17 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/SunehagLGCZJLSL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalduzziRMFTG18,
author = {David Balduzzi and
S{\'{e}}bastien Racani{\`{e}}re and
James Martens and
Jakob N. Foerster and
Karl Tuyls and
Thore Graepel},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {The Mechanics of n-Player Differentiable Games},
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 = {363--372},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/balduzzi18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalduzziRMFTG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalduzziTPG18,
author = {David Balduzzi and
Karl Tuyls and
Julien P{\'{e}}rolat and
Thore Graepel},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Re-evaluating evaluation},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {3272--3283},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/cdf1035c34ec380218a8cc9a43d438f9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BalduzziTPG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HughesLPTDCDZMK18,
author = {Edward Hughes and
Joel Z. Leibo and
Matthew Phillips and
Karl Tuyls and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Antonio Garc{\'{\i}}a Casta{\~{n}}eda and
Iain Dunning and
Tina Zhu and
Kevin R. McKee and
Raphael Koster and
Heather Roff and
Thore Graepel},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Inequity aversion improves cooperation in intertemporal social dilemmas},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {3330--3340},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/7fea637fd6d02b8f0adf6f7dc36aed93-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HughesLPTDCDZMK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-05642,
author = {David Balduzzi and
S{\'{e}}bastien Racani{\`{e}}re and
James Martens and
Jakob N. Foerster and
Karl Tuyls and
Thore Graepel},
title = {The Mechanics of n-Player Differentiable Games},
journal = {CoRR},
volume = {abs/1802.05642},
year = {2018},
url = {http://arxiv.org/abs/1802.05642},
eprinttype = {arXiv},
eprint = {1802.05642},
timestamp = {Mon, 31 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-05642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06376,
author = {Karl Tuyls and
Julien P{\'{e}}rolat and
Marc Lanctot and
Joel Z. Leibo and
Thore Graepel},
title = {A Generalised Method for Empirical Game Theoretic Analysis},
journal = {CoRR},
volume = {abs/1803.06376},
year = {2018},
url = {http://arxiv.org/abs/1803.06376},
eprinttype = {arXiv},
eprint = {1803.06376},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06376.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-08884,
author = {Edward Hughes and
Joel Z. Leibo and
Matthew G. Philips and
Karl Tuyls and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Antonio Garc{\'{\i}}a Casta{\~{n}}eda and
Iain Dunning and
Tina Zhu and
Kevin R. McKee and
Raphael Koster and
Heather Roff and
Thore Graepel},
title = {Inequity aversion resolves intertemporal social dilemmas},
journal = {CoRR},
volume = {abs/1803.08884},
year = {2018},
url = {http://arxiv.org/abs/1803.08884},
eprinttype = {arXiv},
eprint = {1803.08884},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-08884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02643,
author = {David Balduzzi and
Karl Tuyls and
Julien P{\'{e}}rolat and
Thore Graepel},
title = {Re-evaluating evaluation},
journal = {CoRR},
volume = {abs/1806.02643},
year = {2018},
url = {http://arxiv.org/abs/1806.02643},
eprinttype = {arXiv},
eprint = {1806.02643},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02643.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04067,
author = {Tobias Baumann and
Thore Graepel and
John Shawe{-}Taylor},
title = {Adaptive Mechanism Design: Learning to Promote Cooperation},
journal = {CoRR},
volume = {abs/1806.04067},
year = {2018},
url = {http://arxiv.org/abs/1806.04067},
eprinttype = {arXiv},
eprint = {1806.04067},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01281,
author = {Max Jaderberg and
Wojciech M. Czarnecki and
Iain Dunning and
Luke Marris and
Guy Lever and
Antonio Garc{\'{\i}}a Casta{\~{n}}eda and
Charles Beattie and
Neil C. Rabinowitz and
Ari S. Morcos and
Avraham Ruderman and
Nicolas Sonnerat and
Tim Green and
Louise Deason and
Joel Z. Leibo and
David Silver and
Demis Hassabis and
Koray Kavukcuoglu and
Thore Graepel},
title = {Human-level performance in first-person multiplayer games with population-based
deep reinforcement learning},
journal = {CoRR},
volume = {abs/1807.01281},
year = {2018},
url = {http://arxiv.org/abs/1807.01281},
eprinttype = {arXiv},
eprint = {1807.01281},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-01281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-11044,
author = {Andrea Tacchetti and
H. Francis Song and
Pedro A. M. Mediano and
Vin{\'{\i}}cius Flores Zambaldi and
Neil C. Rabinowitz and
Thore Graepel and
Matthew M. Botvinick and
Peter W. Battaglia},
title = {Relational Forward Models for Multi-Agent Learning},
journal = {CoRR},
volume = {abs/1809.11044},
year = {2018},
url = {http://arxiv.org/abs/1809.11044},
eprinttype = {arXiv},
eprint = {1809.11044},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-11044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07019,
author = {Joel Z. Leibo and
Julien P{\'{e}}rolat and
Edward Hughes and
Steven Wheelwright and
Adam H. Marblestone and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Peter Sunehag and
Iain Dunning and
Thore Graepel},
title = {Malthusian Reinforcement Learning},
journal = {CoRR},
volume = {abs/1812.07019},
year = {2018},
url = {http://arxiv.org/abs/1812.07019},
eprinttype = {arXiv},
eprint = {1812.07019},
timestamp = {Fri, 09 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/SilverSSAHGHBLB17,
author = {David Silver and
Julian Schrittwieser and
Karen Simonyan and
Ioannis Antonoglou and
Aja Huang and
Arthur Guez and
Thomas Hubert and
Lucas Baker and
Matthew Lai and
Adrian Bolton and
Yutian Chen and
Timothy P. Lillicrap and
Fan Hui and
Laurent Sifre and
George van den Driessche and
Thore Graepel and
Demis Hassabis},
title = {Mastering the game of Go without human knowledge},
journal = {Nat.},
volume = {550},
number = {7676},
pages = {354--359},
year = {2017},
url = {https://doi.org/10.1038/nature24270},
doi = {10.1038/NATURE24270},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/SilverSSAHGHBLB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LeiboZLMG17,
author = {Joel Z. Leibo and
Vin{\'{\i}}cius Flores Zambaldi and
Marc Lanctot and
Janusz Marecki and
Thore Graepel},
editor = {Kate Larson and
Michael Winikoff and
Sanmay Das and
Edmund H. Durfee},
title = {Multi-agent Reinforcement Learning in Sequential Social Dilemmas},
booktitle = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent
Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017},
pages = {464--473},
publisher = {{ACM}},
year = {2017},
url = {http://dl.acm.org/citation.cfm?id=3091194},
timestamp = {Wed, 27 Sep 2017 07:24:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/LeiboZLMG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PerolatLZBTG17,
author = {Julien P{\'{e}}rolat and
Joel Z. Leibo and
Vin{\'{\i}}cius Flores Zambaldi and
Charles Beattie and
Karl Tuyls and
Thore Graepel},
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 = {A multi-agent reinforcement learning model of common-pool resource
appropriation},
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 = {3643--3652},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/2b0f658cbffd284984fb11d90254081f-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/PerolatLZBTG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LanctotZGLTPSG17,
author = {Marc Lanctot and
Vin{\'{\i}}cius Flores Zambaldi and
Audrunas Gruslys and
Angeliki Lazaridou and
Karl Tuyls and
Julien P{\'{e}}rolat and
David Silver and
Thore Graepel},
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 = {A Unified Game-Theoretic Approach to Multiagent 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 = {4190--4203},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/3323fe11e9595c09af38fe67567a9394-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LanctotZGLTPSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeiboZLMG17,
author = {Joel Z. Leibo and
Vin{\'{\i}}cius Flores Zambaldi and
Marc Lanctot and
Janusz Marecki and
Thore Graepel},
title = {Multi-agent Reinforcement Learning in Sequential Social Dilemmas},
journal = {CoRR},
volume = {abs/1702.03037},
year = {2017},
url = {http://arxiv.org/abs/1702.03037},
eprinttype = {arXiv},
eprint = {1702.03037},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeiboZLMG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SunehagLGCZJLSL17,
author = {Peter Sunehag and
Guy Lever and
Audrunas Gruslys and
Wojciech Marian Czarnecki and
Vin{\'{\i}}cius Flores Zambaldi and
Max Jaderberg and
Marc Lanctot and
Nicolas Sonnerat and
Joel Z. Leibo and
Karl Tuyls and
Thore Graepel},
title = {Value-Decomposition Networks For Cooperative Multi-Agent Learning},
journal = {CoRR},
volume = {abs/1706.05296},
year = {2017},
url = {http://arxiv.org/abs/1706.05296},
eprinttype = {arXiv},
eprint = {1706.05296},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SunehagLGCZJLSL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PerolatLZBTG17,
author = {Julien P{\'{e}}rolat and
Joel Z. Leibo and
Vin{\'{\i}}cius Flores Zambaldi and
Charles Beattie and
Karl Tuyls and
Thore Graepel},
title = {A multi-agent reinforcement learning model of common-pool resource
appropriation},
journal = {CoRR},
volume = {abs/1707.06600},
year = {2017},
url = {http://arxiv.org/abs/1707.06600},
eprinttype = {arXiv},
eprint = {1707.06600},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PerolatLZBTG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00832,
author = {Marc Lanctot and
Vin{\'{\i}}cius Flores Zambaldi and
Audrunas Gruslys and
Angeliki Lazaridou and
Karl Tuyls and
Julien P{\'{e}}rolat and
David Silver and
Thore Graepel},
title = {A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning},
journal = {CoRR},
volume = {abs/1711.00832},
year = {2017},
url = {http://arxiv.org/abs/1711.00832},
eprinttype = {arXiv},
eprint = {1711.00832},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00832.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05074,
author = {Karl Tuyls and
Julien P{\'{e}}rolat and
Marc Lanctot and
Georg Ostrovski and
Rahul Savani and
Joel Z. Leibo and
Toby Ord and
Thore Graepel and
Shane Legg},
title = {Symmetric Decomposition of Asymmetric Games},
journal = {CoRR},
volume = {abs/1711.05074},
year = {2017},
url = {http://arxiv.org/abs/1711.05074},
eprinttype = {arXiv},
eprint = {1711.05074},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-01815,
author = {David Silver and
Thomas Hubert and
Julian Schrittwieser and
Ioannis Antonoglou and
Matthew Lai and
Arthur Guez and
Marc Lanctot and
Laurent Sifre and
Dharshan Kumaran and
Thore Graepel and
Timothy P. Lillicrap and
Karen Simonyan and
Demis Hassabis},
title = {Mastering Chess and Shogi by Self-Play with a General Reinforcement
Learning Algorithm},
journal = {CoRR},
volume = {abs/1712.01815},
year = {2017},
url = {http://arxiv.org/abs/1712.01815},
eprinttype = {arXiv},
eprint = {1712.01815},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-01815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/SilverHMGSDSAPL16,
author = {David Silver and
Aja Huang and
Chris J. Maddison and
Arthur Guez and
Laurent Sifre and
George van den Driessche and
Julian Schrittwieser and
Ioannis Antonoglou and
Vedavyas Panneershelvam and
Marc Lanctot and
Sander Dieleman and
Dominik Grewe and
John Nham and
Nal Kalchbrenner and
Ilya Sutskever and
Timothy P. Lillicrap and
Madeleine Leach and
Koray Kavukcuoglu and
Thore Graepel and
Demis Hassabis},
title = {Mastering the game of Go with deep neural networks and tree search},
journal = {Nat.},
volume = {529},
number = {7587},
pages = {484--489},
year = {2016},
url = {https://doi.org/10.1038/nature16961},
doi = {10.1038/NATURE16961},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/SilverHMGSDSAPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BorsaGS16,
author = {Diana Borsa and
Thore Graepel and
John Shawe{-}Taylor},
title = {Learning Shared Representations in Multi-task Reinforcement Learning},
journal = {CoRR},
volume = {abs/1603.02041},
year = {2016},
url = {http://arxiv.org/abs/1603.02041},
eprinttype = {arXiv},
eprint = {1603.02041},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BorsaGS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esop/GordonRSBRGT15,
author = {Andrew D. Gordon and
Claudio V. Russo and
Marcin Szymczak and
Johannes Borgstr{\"{o}}m and
Nicolas Rolland and
Thore Graepel and
Daniel Tarlow},
editor = {Jan Vitek},
title = {Probabilistic Programs as Spreadsheet Queries},
booktitle = {Programming Languages and Systems - 24th European Symposium on Programming,
{ESOP} 2015, Held as Part of the European Joint Conferences on Theory
and Practice of Software, {ETAPS} 2015, London, UK, April 11-18, 2015.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9032},
pages = {1--25},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-662-46669-8\_1},
doi = {10.1007/978-3-662-46669-8\_1},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esop/GordonRSBRGT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BorsaGG15,
author = {Diana Borsa and
Thore Graepel and
Andrew D. Gordon},
title = {The Wreath Process: {A} totally generative model of geometric shape
based on nested symmetries},
journal = {CoRR},
volume = {abs/1506.03041},
year = {2015},
url = {http://arxiv.org/abs/1506.03041},
eprinttype = {arXiv},
eprint = {1506.03041},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BorsaGG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KosinskiBKSG14,
author = {Michal Kosinski and
Yoram Bachrach and
Pushmeet Kohli and
David Stillwell and
Thore Graepel},
title = {Manifestations of user personality in website choice and behaviour
on online social networks},
journal = {Mach. Learn.},
volume = {95},
number = {3},
pages = {357--380},
year = {2014},
url = {https://doi.org/10.1007/s10994-013-5415-y},
doi = {10.1007/S10994-013-5415-Y},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/KosinskiBKSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BachrachGKKS14,
author = {Yoram Bachrach and
Thore Graepel and
Pushmeet Kohli and
Michal Kosinski and
David Stillwell},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Your digital image: factors behind demographic and psychometric predictions
from social network profiles},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1649--1650},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2616107},
timestamp = {Thu, 25 Sep 2014 07:46:15 +0200},
biburl = {https://dblp.org/rec/conf/atal/BachrachGKKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/BauerCRG14,
author = {Sandro Bauer and
Stephen Clark and
Laura Rimell and
Thore Graepel},
editor = {Maarten de Rijke and
Tom Kenter and
Arjen P. de Vries and
ChengXiang Zhai and
Franciska de Jong and
Kira Radinsky and
Katja Hofmann},
title = {Learning a Theory of Marriage (and Other Relations) from a Web Corpus},
booktitle = {Advances in Information Retrieval - 36th European Conference on {IR}
Research, {ECIR} 2014, Amsterdam, The Netherlands, April 13-16, 2014.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8416},
pages = {591--597},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-06028-6\_62},
doi = {10.1007/978-3-319-06028-6\_62},
timestamp = {Tue, 21 Mar 2023 20:52:33 +0100},
biburl = {https://dblp.org/rec/conf/ecir/BauerCRG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/popl/GordonGRRBG14,
author = {Andrew D. Gordon and
Thore Graepel and
Nicolas Rolland and
Claudio V. Russo and
Johannes Borgstr{\"{o}}m and
John Guiver},
editor = {Suresh Jagannathan and
Peter Sewell},
title = {Tabular: a schema-driven probabilistic programming language},
booktitle = {The 41st Annual {ACM} {SIGPLAN-SIGACT} Symposium on Principles of
Programming Languages, {POPL} '14, San Diego, CA, USA, January 20-21,
2014},
pages = {321--334},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2535838.2535850},
doi = {10.1145/2535838.2535850},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/popl/GordonGRRBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socinfo/BauerCG14,
author = {Sandro Bauer and
Stephen Clark and
Thore Graepel},
editor = {Luca Maria Aiello and
Daniel A. McFarland},
title = {Learning to Identify Historical Figures for Timeline Creation from
Wikipedia Articles},
booktitle = {Social Informatics - SocInfo 2014 International Workshops, Barcelona,
Spain, November 11, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8852},
pages = {234--243},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-15168-7\_30},
doi = {10.1007/978-3-319-15168-7\_30},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/socinfo/BauerCG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DefazioG14,
author = {Aaron Defazio and
Thore Graepel},
title = {A Comparison of learning algorithms on the Arcade Learning Environment},
journal = {CoRR},
volume = {abs/1410.8620},
year = {2014},
url = {http://arxiv.org/abs/1410.8620},
eprinttype = {arXiv},
eprint = {1410.8620},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DefazioG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SinghG13,
author = {Sameer Singh and
Thore Graepel},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Automated probabilistic modeling for relational data},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {1497--1500},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2507828},
doi = {10.1145/2505515.2507828},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SinghG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Lacoste-JulienPDKGG13,
author = {Simon Lacoste{-}Julien and
Konstantina Palla and
Alex Davies and
Gjergji Kasneci and
Thore Graepel and
Zoubin Ghahramani},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {SIGMa: simple greedy matching for aligning large knowledge bases},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {572--580},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2487592},
doi = {10.1145/2487575.2487592},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Lacoste-JulienPDKGG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/popl/GordonABCGNRR13,
author = {Andrew D. Gordon and
Mihhail Aizatulin and
Johannes Borgstr{\"{o}}m and
Guillaume Claret and
Thore Graepel and
Aditya V. Nori and
Sriram K. Rajamani and
Claudio V. Russo},
editor = {Roberto Giacobazzi and
Radhia Cousot},
title = {A model-learner pattern for bayesian reasoning},
booktitle = {The 40th Annual {ACM} {SIGPLAN-SIGACT} Symposium on Principles of
Programming Languages, {POPL} '13, Rome, Italy - January 23 - 25,
2013},
pages = {403--416},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2429069.2429119},
doi = {10.1145/2429069.2429119},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/popl/GordonABCGNRR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/BiSKG13,
author = {Bin Bi and
Milad Shokouhi and
Michal Kosinski and
Thore Graepel},
editor = {Daniel Schwabe and
Virg{\'{\i}}lio A. F. Almeida and
Hartmut Glaser and
Ricardo Baeza{-}Yates and
Sue B. Moon},
title = {Inferring the demographics of search users: social data meets search
queries},
booktitle = {22nd International World Wide Web Conference, {WWW} '13, Rio de Janeiro,
Brazil, May 13-17, 2013},
pages = {131--140},
publisher = {International World Wide Web Conferences Steering Committee / {ACM}},
year = {2013},
url = {https://doi.org/10.1145/2488388.2488401},
doi = {10.1145/2488388.2488401},
timestamp = {Sun, 22 Sep 2019 18:15:38 +0200},
biburl = {https://dblp.org/rec/conf/www/BiSKG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GaoBKG12,
author = {Xi Alice Gao and
Yoram Bachrach and
Peter B. Key and
Thore Graepel},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Quality Expectation-Variance Tradeoffs in Crowdsourcing Contests},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {38--44},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8098},
doi = {10.1609/AAAI.V26I1.8098},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GaoBKG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/BachrachGKKG12,
author = {Yoram Bachrach and
Thore Graepel and
Gjergji Kasneci and
Michal Kosinski and
Jurgen Van Gael},
editor = {Wiebe van der Hoek and
Lin Padgham and
Vincent Conitzer and
Michael Winikoff},
title = {Crowd {IQ:} aggregating opinions to boost performance},
booktitle = {International Conference on Autonomous Agents and Multiagent Systems,
{AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
pages = {535--542},
publisher = {{IFAAMAS}},
year = {2012},
url = {http://dl.acm.org/citation.cfm?id=2343653},
timestamp = {Thu, 19 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aamas/BachrachGKKG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icisc/GraepelLN12,
author = {Thore Graepel and
Kristin E. Lauter and
Michael Naehrig},
editor = {Taekyoung Kwon and
Mun{-}Kyu Lee and
Daesung Kwon},
title = {{ML} Confidential: Machine Learning on Encrypted Data},
booktitle = {Information Security and Cryptology - {ICISC} 2012 - 15th International
Conference, Seoul, Korea, November 28-30, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7839},
pages = {1--21},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-37682-5\_1},
doi = {10.1007/978-3-642-37682-5\_1},
timestamp = {Thu, 12 Nov 2020 16:27:41 +0100},
biburl = {https://dblp.org/rec/conf/icisc/GraepelLN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BachrachGMG12,
author = {Yoram Bachrach and
Thore Graepel and
Tom Minka and
John Guiver},
title = {How To Grade a Test Without Knowing the Answers - {A} Bayesian Graphical
Model for Adaptive Crowdsourcing and Aptitude Testing},
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/597.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BachrachGMG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuoSGB12,
author = {Shengbo Guo and
Scott Sanner and
Thore Graepel and
Wray L. Buntine},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Score-Based Bayesian Skill Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {106--121},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_12},
doi = {10.1007/978-3-642-33460-3\_12},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuoSGB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SalimansPG12,
author = {Tim Salimans and
Ulrich Paquet and
Thore Graepel},
editor = {Padraig Cunningham and
Neil J. Hurley and
Ido Guy and
Sarabjot Singh Anand},
title = {Collaborative learning of preference rankings},
booktitle = {Sixth {ACM} Conference on Recommender Systems, RecSys '12, Dublin,
Ireland, September 9-13, 2012},
pages = {261--264},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2365952.2366009},
doi = {10.1145/2365952.2366009},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/SalimansPG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/BachrachKGKS12,
author = {Yoram Bachrach and
Michal Kosinski and
Thore Graepel and
Pushmeet Kohli and
David Stillwell},
editor = {Noshir S. Contractor and
Brian Uzzi and
Michael W. Macy and
Wolfgang Nejdl},
title = {Personality and patterns of Facebook usage},
booktitle = {Web Science 2012, WebSci '12, Evanston, IL, {USA} - June 22 - 24,
2012},
pages = {24--32},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2380718.2380722},
doi = {10.1145/2380718.2380722},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/websci/BachrachKGKS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/KohliKBHSG12,
author = {Pushmeet Kohli and
Michael J. Kearns and
Yoram Bachrach and
Ralf Herbrich and
David Stillwell and
Thore Graepel},
editor = {Noshir S. Contractor and
Brian Uzzi and
Michael W. Macy and
Wolfgang Nejdl},
title = {Colonel Blotto on Facebook: the effect of social relations on strategic
interaction},
booktitle = {Web Science 2012, WebSci '12, Evanston, IL, {USA} - June 22 - 24,
2012},
pages = {141--150},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2380718.2380738},
doi = {10.1145/2380718.2380738},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/websci/KohliKBHSG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/websci/KosinskiBKGG12,
author = {Michal Kosinski and
Yoram Bachrach and
Gjergji Kasneci and
Jurgen Van Gael and
Thore Graepel},
editor = {Noshir S. Contractor and
Brian Uzzi and
Michael W. Macy and
Wolfgang Nejdl},
title = {Crowd {IQ:} measuring the intelligence of crowdsourcing platforms},
booktitle = {Web Science 2012, WebSci '12, Evanston, IL, {USA} - June 22 - 24,
2012},
pages = {151--160},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2380718.2380739},
doi = {10.1145/2380718.2380739},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/websci/KosinskiBKGG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HennigSHG12,
author = {Philipp Hennig and
David H. Stern and
Ralf Herbrich and
Thore Graepel},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Kernel Topic Models},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {511--519},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/hennig12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HennigSHG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4525,
author = {Simon Lacoste{-}Julien and
Konstantina Palla and
Alex Davies and
Gjergji Kasneci and
Thore Graepel and
Zoubin Ghahramani},
title = {SiGMa: Simple Greedy Matching for Aligning Large Knowledge Bases},
journal = {CoRR},
volume = {abs/1207.4525},
year = {2012},
url = {http://arxiv.org/abs/1207.4525},
eprinttype = {arXiv},
eprint = {1207.4525},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-0967,
author = {Sameer Singh and
Thore Graepel},
title = {Compiling Relational Database Schemata into Probabilistic Graphical
Models},
journal = {CoRR},
volume = {abs/1212.0967},
year = {2012},
url = {http://arxiv.org/abs/1212.0967},
eprinttype = {arXiv},
eprint = {1212.0967},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-0967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/GraepelLN12,
author = {Thore Graepel and
Kristin E. Lauter and
Michael Naehrig},
title = {{ML} Confidential: Machine Learning on Encrypted Data},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {323},
year = {2012},
url = {http://eprint.iacr.org/2012/323},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/GraepelLN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BachrachKG11,
author = {Yoram Bachrach and
Pushmeet Kohli and
Thore Graepel},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Rip-off: playing the cooperative negotiation game},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1179--1180},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034476\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Fri, 18 Nov 2011 09:09:28 +0100},
biburl = {https://dblp.org/rec/conf/atal/BachrachKG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/KasneciGG11,
author = {Gjergji Kasneci and
Jurgen Van Gael and
Thore Graepel},
title = {DBrev: Dreaming of a Database Revolution},
booktitle = {Fifth Biennial Conference on Innovative Data Systems Research, {CIDR}
2011, Asilomar, CA, USA, January 9-12, 2011, Online Proceedings},
pages = {191--194},
publisher = {www.cidrdb.org},
year = {2011},
url = {http://cidrdb.org/cidr2011/Papers/CIDR11\_Paper24.pdf},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/KasneciGG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ChengKGSH11,
author = {Weiwei Cheng and
Gjergji Kasneci and
Thore Graepel and
David H. Stern and
Ralf Herbrich},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Automated feature generation from structured knowledge},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1395--1404},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063779},
doi = {10.1145/2063576.2063779},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/ChengKGSH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SannerGGKK11,
author = {Scott Sanner and
Shengbo Guo and
Thore Graepel and
Sadegh Kharazmi and
Sarvnaz Karimi},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Diverse retrieval via greedy optimization of expected 1-call@k in
a latent subtopic relevance model},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1977--1980},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063869},
doi = {10.1145/2063576.2063869},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SannerGGKK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscw/XuCSHG11,
author = {Yan Xu and
Xiang Cao and
Abigail Sellen and
Ralf Herbrich and
Thore Graepel},
editor = {Pamela J. Hinds and
John C. Tang and
Jian Wang and
Jakob E. Bardram and
Nicolas Ducheneaut},
title = {Sociable killers: understanding social relationships in an online
first-person shooter game},
booktitle = {Proceedings of the 2011 {ACM} Conference on Computer Supported Cooperative
Work, {CSCW} 2011, Hangzhou, China, March 19-23, 2011},
pages = {197--206},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1958824.1958854},
doi = {10.1145/1958824.1958854},
timestamp = {Sat, 20 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cscw/XuCSHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KasneciGSG11,
author = {Gjergji Kasneci and
Jurgen Van Gael and
David H. Stern and
Thore Graepel},
editor = {Irwin King and
Wolfgang Nejdl and
Hang Li},
title = {CoBayes: bayesian knowledge corroboration with assessors of unknown
areas of expertise},
booktitle = {Proceedings of the Forth International Conference on Web Search and
Web Data Mining, {WSDM} 2011, Hong Kong, China, February 9-12, 2011},
pages = {465--474},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1935826.1935896},
doi = {10.1145/1935826.1935896},
timestamp = {Sat, 09 Apr 2022 12:34:55 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/KasneciGSG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-4713,
author = {Philipp Hennig and
David H. Stern and
Ralf Herbrich and
Thore Graepel},
title = {Kernel Topic Models},
journal = {CoRR},
volume = {abs/1110.4713},
year = {2011},
url = {http://arxiv.org/abs/1110.4713},
eprinttype = {arXiv},
eprint = {1110.4713},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-4713.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SternSHGPT10,
author = {David H. Stern and
Horst Samulowitz and
Ralf Herbrich and
Thore Graepel and
Luca Pulina and
Armando Tacchella},
editor = {Maria Fox and
David Poole},
title = {Collaborative Expert Portfolio Management},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {179--184},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7561},
doi = {10.1609/AAAI.V24I1.7561},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SternSHGPT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GraepelCBH10,
author = {Thore Graepel and
Joaquin Qui{\~{n}}onero Candela and
Thomas Borchert and
Ralf Herbrich},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Web-Scale Bayesian Click-Through rate Prediction for Sponsored Search
Advertising in Microsoft's Bing Search Engine},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {13--20},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/901.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GraepelCBH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KasneciGHG10,
author = {Gjergji Kasneci and
Jurgen Van Gael and
Ralf Herbrich and
Thore Graepel},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Bayesian Knowledge Corroboration with Logical Rules and User Feedback},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6322},
pages = {1--18},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15883-4\_1},
doi = {10.1007/978-3-642-15883-4\_1},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KasneciGHG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HennigSG10,
author = {Philipp Hennig and
David H. Stern and
Thore Graepel},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Coherent Inference on Optimal Play in Game Trees},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {326--333},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/hennig10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HennigSG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhangGH10,
author = {Xinhua Zhang and
Thore Graepel and
Ralf Herbrich},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Bayesian Online Learning for Multi-label and Multi-variate Performance
Measures},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {956--963},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/zhang10b.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangGH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/FlachSGPGHGZ09,
author = {Peter A. Flach and
Sebastian Spiegler and
Bruno Gol{\'{e}}nia and
Simon Price and
John Guiver and
Ralf Herbrich and
Thore Graepel and
Mohammed J. Zaki},
title = {Novel tools to streamline the conference review process: experiences
from SIGKDD'09},
journal = {{SIGKDD} Explor.},
volume = {11},
number = {2},
pages = {63--67},
year = {2009},
url = {https://doi.org/10.1145/1809400.1809413},
doi = {10.1145/1809400.1809413},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/FlachSGPGHGZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SchwaighoferCBGH09,
author = {Anton Schwaighofer and
Joaquin Qui{\~{n}}onero Candela and
Thomas Borchert and
Thore Graepel and
Ralf Herbrich},
editor = {Ying Li and
Arun C. Surendran and
Dou Shen},
title = {Scalable clustering and keyword suggestion for online advertisements},
booktitle = {Proceedings of the 3rd {ACM} {SIGKDD} Workshop on Data Mining and
Audience Intelligence for Advertising, Paris, France, June 28, 2009},
pages = {27--36},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1592748.1592753},
doi = {10.1145/1592748.1592753},
timestamp = {Wed, 20 Dec 2023 14:01:43 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SchwaighoferCBGH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SternHG09,
author = {David H. Stern and
Ralf Herbrich and
Thore Graepel},
editor = {Juan Quemada and
Gonzalo Le{\'{o}}n and
Yo{\"{e}}lle S. Maarek and
Wolfgang Nejdl},
title = {Matchbox: large scale online bayesian recommendations},
booktitle = {Proceedings of the 18th International Conference on World Wide Web,
{WWW} 2009, Madrid, Spain, April 20-24, 2009},
pages = {111--120},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1526709.1526725},
doi = {10.1145/1526709.1526725},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/SternHG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/GraepelH08,
author = {Thore Graepel and
Ralf Herbrich},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Large scale data analysis and modelling in online services and advertising},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {2},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401892},
doi = {10.1145/1401890.1401892},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/GraepelH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SternHG07,
author = {David H. Stern and
Ralf Herbrich and
Thore Graepel},
editor = {Zoubin Ghahramani},
title = {Learning to solve game trees},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {839--846},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273602},
doi = {10.1145/1273496.1273602},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SternHG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DangauthierHMG07,
author = {Pierre Dangauthier and
Ralf Herbrich and
Tom Minka and
Thore Graepel},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {TrueSkill Through Time: Revisiting the History of Chess},
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 = {337--344},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/9f53d83ec0691550f7d2507d57f4f5a2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DangauthierHMG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BowlingFGM06,
author = {Michael H. Bowling and
Johannes F{\"{u}}rnkranz and
Thore Graepel and
Ron Musick},
title = {Machine learning and games},
journal = {Mach. Learn.},
volume = {63},
number = {3},
pages = {211--215},
year = {2006},
url = {https://doi.org/10.1007/s10994-006-8919-x},
doi = {10.1007/S10994-006-8919-X},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BowlingFGM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SternHG06,
author = {David H. Stern and
Ralf Herbrich and
Thore Graepel},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Bayesian pattern ranking for move prediction in the game of Go},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {873--880},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143954},
doi = {10.1145/1143844.1143954},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/SternHG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HerbrichMG06,
author = {Ralf Herbrich and
Tom Minka and
Thore Graepel},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {TrueSkill\({}^{\mbox{TM}}\): {A} Bayesian Skill Rating System},
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 = {569--576},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/f44ee263952e65b3610b8ba51229d1f9-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HerbrichMG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AgarwalGHHR05,
author = {Shivani Agarwal and
Thore Graepel and
Ralf Herbrich and
Sariel Har{-}Peled and
Dan Roth},
title = {Generalization Bounds for the Area Under the {ROC} Curve},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {393--425},
year = {2005},
url = {http://jmlr.org/papers/v6/agarwal05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AgarwalGHHR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GraepelHS05,
author = {Thore Graepel and
Ralf Herbrich and
John Shawe{-}Taylor},
title = {PAC-Bayesian Compression Bounds on the Prediction Error of Learning
Algorithms for Classification},
journal = {Mach. Learn.},
volume = {59},
number = {1-2},
pages = {55--76},
year = {2005},
url = {https://doi.org/10.1007/s10994-005-0462-7},
doi = {10.1007/S10994-005-0462-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/GraepelHS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/RajaramGH05,
author = {Shyamsundar Rajaram and
Thore Graepel and
Ralf Herbrich},
editor = {Robert G. Cowell and
Zoubin Ghahramani},
title = {Poisson-Networks: {A} Model for Structured Poisson Processes},
booktitle = {Proceedings of the Tenth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2005, Bridgetown, Barbados, January 6-8,
2005},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2005},
url = {http://www.gatsby.ucl.ac.uk/aistats/fullpapers/200.pdf},
timestamp = {Wed, 06 May 2015 20:30:46 +0200},
biburl = {https://dblp.org/rec/conf/aistats/RajaramGH05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AgarwalGHR04,
author = {Shivani Agarwal and
Thore Graepel and
Ralf Herbrich and
Dan Roth},
title = {A Large Deviation Bound for the Area Under the {ROC} Curve},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {9--16},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/f0f6ba4b5e0000340312d33c212c3ae8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AgarwalGHR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SternGM04,
author = {David H. Stern and
Thore Graepel and
David J. C. MacKay},
title = {Modelling Uncertainty in the Game of Go},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {1353--1360},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/b38e5ff5f816ac6e4169bce9314b2996-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SternGM04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HerbrichG03,
author = {Ralf Herbrich and
Thore Graepel},
title = {Introduction to the Special Issue on Learning Theory},
journal = {J. Mach. Learn. Res.},
volume = {4},
pages = {755--757},
year = {2003},
url = {http://jmlr.org/papers/volume4/herbrich03a/herbrich03a.ps},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HerbrichG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SchraudolphG03,
author = {Nicol N. Schraudolph and
Thore Graepel},
editor = {Christopher M. Bishop and
Brendan J. Frey},
title = {Combining Conjugate Direction Methods with Stochastic Approximation
of Gradients},
booktitle = {Proceedings of the Ninth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2003, Key West, Florida, USA, January 3-6,
2003},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2003},
url = {http://research.microsoft.com/en-us/um/cambridge/events/aistats2003/proceedings/118.pdf},
timestamp = {Wed, 06 May 2015 20:33:21 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SchraudolphG03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/KandolaGS03,
author = {Jaz S. Kandola and
Thore Graepel and
John Shawe{-}Taylor},
editor = {Bernhard Sch{\"{o}}lkopf and
Manfred K. Warmuth},
title = {Reducing Kernel Matrix Diagonal Dominance Using Semi-definite Programming},
booktitle = {Computational Learning Theory and Kernel Machines, 16th Annual Conference
on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel
2003, Washington, DC, USA, August 24-27, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2777},
pages = {288--302},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45167-9\_22},
doi = {10.1007/978-3-540-45167-9\_22},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/colt/KandolaGS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Graepel03,
author = {Thore Graepel},
editor = {Tom Fawcett and
Nina Mishra},
title = {Solving Noisy Linear Operator Equations by Gaussian Processes: Application
to Ordinary and Partial Differential Equations},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {234--241},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-033.php},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Graepel03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GraepelH03,
author = {Thore Graepel and
Ralf Herbrich},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Invariant Pattern Recognition by Semi-Definite Programming Machines},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {33--40},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/bd7db7397f7d83052f829816ecc7f004-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GraepelH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GraepelHKS03,
author = {Thore Graepel and
Ralf Herbrich and
Andriy Kharechko and
John Shawe{-}Taylor},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Semi-Definite Programming by Perceptron Learning},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {457--464},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/f708f064faaf32a43e4d3c784e6af9ea-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GraepelHKS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Graepel02,
author = {Thore Graepel},
title = {PAC-Bayesian pattern classification with kernels: theory, algorithms,
and an application to the game of Go},
school = {Technical University of Berlin, Germany},
year = {2002},
url = {http://edocs.tu-berlin.de/diss/2002/graepel\_thore.pdf},
urn = {urn:nbn:de:kobv:83-opus-3440},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Graepel02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/HerbrichG02,
author = {Ralf Herbrich and
Thore Graepel},
title = {A PAC-Bayesian margin bound for linear classifiers},
journal = {{IEEE} Trans. Inf. Theory},
volume = {48},
number = {12},
pages = {3140--3150},
year = {2002},
url = {https://doi.org/10.1109/TIT.2002.805090},
doi = {10.1109/TIT.2002.805090},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/HerbrichG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GraepelS02,
author = {Thore Graepel and
Nicol N. Schraudolph},
editor = {Jos{\'{e}} R. Dorronsoro},
title = {Stable Adaptive Momentum for Rapid Online Learning in Nonlinear Systems},
booktitle = {Artificial Neural Networks - {ICANN} 2002, International Conference,
Madrid, Spain, August 28-30, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2415},
pages = {450--455},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46084-5\_73},
doi = {10.1007/3-540-46084-5\_73},
timestamp = {Sun, 02 Jun 2019 21:16:26 +0200},
biburl = {https://dblp.org/rec/conf/icann/GraepelS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Graepel02,
author = {Thore Graepel},
editor = {Jos{\'{e}} R. Dorronsoro},
title = {Kernel Matrix Completion by Semidefinite Programming},
booktitle = {Artificial Neural Networks - {ICANN} 2002, International Conference,
Madrid, Spain, August 28-30, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2415},
pages = {694--699},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46084-5\_113},
doi = {10.1007/3-540-46084-5\_113},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Graepel02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SchraudolphG02,
author = {Nicol N. Schraudolph and
Thore Graepel},
editor = {Jos{\'{e}} R. Dorronsoro},
title = {Conjugate Directions for Stochastic Gradient Descent},
booktitle = {Artificial Neural Networks - {ICANN} 2002, International Conference,
Madrid, Spain, August 28-30, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2415},
pages = {1351--1358},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-46084-5\_218},
doi = {10.1007/3-540-46084-5\_218},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SchraudolphG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/trec/CanceddaGRCCLSVGG02,
author = {Nicola Cancedda and
Cyril Goutte and
Jean{-}Michel Renders and
Nicol{\`{o}} Cesa{-}Bianchi and
Alex Conconi and
Yaoyong Li and
John Shawe{-}Taylor and
Alexei Vinokourov and
Thore Graepel and
Claudio Gentile},
editor = {Ellen M. Voorhees and
Lori P. Buckland},
title = {Kernel Methods for Document Filtering},
booktitle = {Proceedings of The Eleventh Text REtrieval Conference, {TREC} 2002,
Gaithersburg, Maryland, USA, November 19-22, 2002},
series = {{NIST} Special Publication},
volume = {500-251},
publisher = {National Institute of Standards and Technology {(NIST)}},
year = {2002},
url = {http://trec.nist.gov/pubs/trec11/papers/kermit.pdf},
timestamp = {Wed, 07 Jul 2021 16:44:22 +0200},
biburl = {https://dblp.org/rec/conf/trec/CanceddaGRCCLSVGG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HerbrichGC01,
author = {Ralf Herbrich and
Thore Graepel and
Colin Campbell},
title = {Bayes Point Machines},
journal = {J. Mach. Learn. Res.},
volume = {1},
pages = {245--279},
year = {2001},
url = {http://jmlr.org/papers/v1/herbrich01a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HerbrichGC01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GraepelGKH01,
author = {Thore Graepel and
Mike Goutri{\'{e}} and
Marco Kr{\"{u}}ger and
Ralf Herbrich},
editor = {Georg Dorffner and
Horst Bischof and
Kurt Hornik},
title = {Learning on Graphs in the Game of Go},
booktitle = {Artificial Neural Networks - {ICANN} 2001, International Conference
Vienna, Austria, August 21-25, 2001 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2130},
pages = {347--352},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44668-0\_49},
doi = {10.1007/3-540-44668-0\_49},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/GraepelGKH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/GraepelHS00,
author = {Thore Graepel and
Ralf Herbrich and
John Shawe{-}Taylor},
editor = {Nicol{\`{o}} Cesa{-}Bianchi and
Sally A. Goldman},
title = {Generalisation Error Bounds for Sparse Linear Classifiers},
booktitle = {Proceedings of the Thirteenth Annual Conference on Computational Learning
Theory {(COLT} 2000), June 28 - July 1, 2000, Palo Alto, California,
{USA}},
pages = {298--303},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Wed, 20 Jun 2018 17:06:15 +0200},
biburl = {https://dblp.org/rec/conf/colt/GraepelHS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HerbrichGS00,
author = {Ralf Herbrich and
Thore Graepel and
John Shawe{-}Taylor},
editor = {Nicol{\`{o}} Cesa{-}Bianchi and
Sally A. Goldman},
title = {Sparsity vs. Large Margins for Linear Classifiers},
booktitle = {Proceedings of the Thirteenth Annual Conference on Computational Learning
Theory {(COLT} 2000), June 28 - July 1, 2000, Palo Alto, California,
{USA}},
pages = {304--308},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Mon, 16 Dec 2002 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/HerbrichGS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/SeoWGO00,
author = {Sambu Seo and
Marko Wallat and
Thore Graepel and
Klaus Obermayer},
editor = {Gerald Sommer and
Norbert Kr{\"{u}}ger and
Christian Perwass},
title = {Gaussian Process Regression: Active Data Selection and Test Point
Rejection},
booktitle = {Mustererkennung 2000, 22. DAGM-Symposium, Kiel, 13.-15. September
2000, Proceedings},
series = {Informatik Aktuell},
pages = {27--34},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/978-3-642-59802-9\_4},
doi = {10.1007/978-3-642-59802-9\_4},
timestamp = {Tue, 25 Jun 2019 12:25:43 +0200},
biburl = {https://dblp.org/rec/conf/dagm/SeoWGO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HerbichGC00,
author = {Ralf Herbrich and
Thore Graepel and
Colin Campbell},
title = {Robust Bayes Point Machines},
booktitle = {8th European Symposium on Artificial Neural Networks, {ESANN} 2000,
Bruges, Belgium, April 26-28, 2000, Proceedings},
pages = {49--54},
year = {2000},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2000-354.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HerbichGC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SeoWGO00,
author = {Sambu Seo and
Marko Wallat and
Thore Graepel and
Klaus Obermayer},
title = {Gaussian Process Regression: Active Data Selection and Test Point
Rejection},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 3},
pages = {241--246},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861310},
doi = {10.1109/IJCNN.2000.861310},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SeoWGO00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GraepelHW00,
author = {Thore Graepel and
Ralf Herbrich and
Robert C. Williamson},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {From Margin to Sparsity},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {210--216},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/d305281faf947ca7acade9ad5c8c818c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GraepelHW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HerbrichG00,
author = {Ralf Herbrich and
Thore Graepel},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {A PAC-Bayesian Margin Bound for Linear Classifiers: Why SVMs work},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {224--230},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/06a15eb1c3836723b53e4abca8d9b879-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HerbrichG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GraepelH00,
author = {Thore Graepel and
Ralf Herbrich},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {The Kernel Gibbs Sampler},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {514--520},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/dc40b7120e77741d191c0d2b82cea7be-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GraepelH00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HerbrichG00a,
author = {Ralf Herbrich and
Thore Graepel},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Large Scale Bayes Point Machines},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {528--534},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/333222170ab9edca4785c39f55221fe7-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HerbrichG00a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/GraepelO99,
author = {Thore Graepel and
Klaus Obermayer},
title = {A Stochastic Self-Organizing Map for Proximity Data},
journal = {Neural Comput.},
volume = {11},
number = {1},
pages = {139--155},
year = {1999},
url = {https://doi.org/10.1162/089976699300016854},
doi = {10.1162/089976699300016854},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/GraepelO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GraepelHO99,
author = {Thore Graepel and
Ralf Herbrich and
Klaus Obermayer},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {Bayesian Transduction},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {456--462},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1712-bayesian-transduction},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GraepelHO99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/GraepelBO98,
author = {Thore Graepel and
Matthias Burger and
Klaus Obermayer},
title = {Self-organizing maps: Generalizations and new optimization techniques},
journal = {Neurocomputing},
volume = {21},
number = {1-3},
pages = {173--190},
year = {1998},
url = {https://doi.org/10.1016/S0925-2312(98)00035-6},
doi = {10.1016/S0925-2312(98)00035-6},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/GraepelBO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GraepelHBO98,
author = {Thore Graepel and
Ralf Herbrich and
Peter Bollmann{-}Sdorra and
Klaus Obermayer},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Classification on Pairwise Proximity Data},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {438--444},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1571-classification-on-pairwise-proximity-data},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GraepelHBO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BurgerGO97,
author = {Matthias Burger and
Thore Graepel and
Klaus Obermayer},
editor = {Wulfram Gerstner and
Alain Germond and
Martin Hasler and
Jean{-}Daniel Nicoud},
title = {Phase Transitions in Soft Topographic Vector Quantization},
booktitle = {Artificial Neural Networks - {ICANN} '97, 7th International Conference,
Lausanne, Switzerland, October 8-10, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1327},
pages = {619--624},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0020223},
doi = {10.1007/BFB0020223},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/BurgerGO97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BurgerGO97,
author = {Matthias Burger and
Thore Graepel and
Klaus Obermayer},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {An Annealed Self-Organizing Map for Source Channel Coding},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {430--436},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1443-an-annealed-self-organizing-map-for-source-channel-coding},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BurgerGO97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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