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ORCIDBibTeX records: David Balduzzi
@inproceedings{DBLP:conf/atal/GempM0DBBT22,
author = {Ian Gemp and
Kevin R. McKee and
Richard Everett and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Yoram Bachrach and
David Balduzzi and
Andrea Tacchetti},
editor = {Piotr Faliszewski and
Viviana Mascardi and
Catherine Pelachaud and
Matthew E. Taylor},
title = {{D3C:} Reducing the Price of Anarchy in Multi-Agent Learning},
booktitle = {21st International Conference on Autonomous Agents and Multiagent
Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022},
pages = {498--506},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
{(IFAAMAS)}},
year = {2022},
url = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p498.pdf},
doi = {10.5555/3535850.3535907},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/GempM0DBBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/GidelB0GB21,
author = {Gauthier Gidel and
David Balduzzi and
Wojciech Czarnecki and
Marta Garnelo and
Yoram Bachrach},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {A Limited-Capacity Minimax Theorem for Non-Convex Games or: How {I}
Learned to Stop Worrying about Mixed-Nash and Love Neural Nets},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {2548--2556},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/gidel21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/GidelB0GB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/GarneloCLTOGHB21,
author = {Marta Garnelo and
Wojciech Marian Czarnecki and
Siqi Liu and
Dhruva Tirumala and
Junhyuk Oh and
Gauthier Gidel and
Hado van Hasselt and
David Balduzzi},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Pick Your Battles: Interaction Graphs as Population-Level Objectives
for Strategic Diversity},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {1501--1503},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1501.pdf},
doi = {10.5555/3463952.3464139},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/GarneloCLTOGHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerolatMLOROBAB21,
author = {Julien P{\'{e}}rolat and
R{\'{e}}mi Munos and
Jean{-}Baptiste Lespiau and
Shayegan Omidshafiei and
Mark Rowland and
Pedro A. Ortega and
Neil Burch and
Thomas W. Anthony and
David Balduzzi and
Bart De Vylder and
Georgios Piliouras and
Marc Lanctot and
Karl Tuyls},
editor = {Marina Meila and
Tong Zhang},
title = {From Poincar{\'{e}} Recurrence to Convergence in Imperfect Information
Games: Finding Equilibrium via Regularization},
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 = {8525--8535},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/perolat21a.html},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PerolatMLOROBAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04041,
author = {Marta Garnelo and
Wojciech Marian Czarnecki and
Siqi Liu and
Dhruva Tirumala and
Junhyuk Oh and
Gauthier Gidel and
Hado van Hasselt and
David Balduzzi},
title = {Pick Your Battles: Interaction Graphs as Population-Level Objectives
for Strategic Diversity},
journal = {CoRR},
volume = {abs/2110.04041},
year = {2021},
url = {https://arxiv.org/abs/2110.04041},
eprinttype = {arXiv},
eprint = {2110.04041},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/HughesAELBB20,
author = {Edward Hughes and
Thomas W. Anthony and
Tom Eccles and
Joel Z. Leibo and
David Balduzzi and
Yoram Bachrach},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {538--547},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398827},
doi = {10.5555/3398761.3398827},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/HughesAELBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/NagarajanBP20,
author = {Sai Ganesh Nagarajan and
David Balduzzi and
Georgios Piliouras},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Robust Self-organization in Games: Symmetries, Conservation Laws and
Dimensionality Reduction},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {1946--1948},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3399036},
doi = {10.5555/3398761.3399036},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/NagarajanBP20.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/icml/NagarajanBP20,
author = {Sai Ganesh Nagarajan and
David Balduzzi and
Georgios Piliouras},
title = {From Chaos to Order: Symmetry and Conservation Laws in Game Dynamics},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7186--7196},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/nagarajan20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/NagarajanBP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CzarneckiGTTOBJ20,
author = {Wojciech M. Czarnecki and
Gauthier Gidel and
Brendan D. Tracey and
Karl Tuyls and
Shayegan Omidshafiei and
David Balduzzi and
Max Jaderberg},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Real World Games Look Like Spinning Tops},
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/ca172e964907a97d5ebd876bfdd4adbd-Abstract.html},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CzarneckiGTTOBJ20.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-2002-05820,
author = {Gauthier Gidel and
David Balduzzi and
Wojciech Marian Czarnecki and
Marta Garnelo and
Yoram Bachrach},
title = {Minimax Theorem for Latent Games or: How {I} Learned to Stop Worrying
about Mixed-Nash and Love Neural Nets},
journal = {CoRR},
volume = {abs/2002.05820},
year = {2020},
url = {https://arxiv.org/abs/2002.05820},
eprinttype = {arXiv},
eprint = {2002.05820},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08456,
author = {Julien P{\'{e}}rolat and
R{\'{e}}mi Munos and
Jean{-}Baptiste Lespiau and
Shayegan Omidshafiei and
Mark Rowland and
Pedro A. Ortega and
Neil Burch and
Thomas W. Anthony and
David Balduzzi and
Bart De Vylder and
Georgios Piliouras and
Marc Lanctot and
Karl Tuyls},
title = {From Poincar{\'{e}} Recurrence to Convergence in Imperfect Information
Games: Finding Equilibrium via Regularization},
journal = {CoRR},
volume = {abs/2002.08456},
year = {2020},
url = {https://arxiv.org/abs/2002.08456},
eprinttype = {arXiv},
eprint = {2002.08456},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00799,
author = {Edward Hughes and
Thomas W. Anthony and
Tom Eccles and
Joel Z. Leibo and
David Balduzzi and
Yoram Bachrach},
title = {Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games},
journal = {CoRR},
volume = {abs/2003.00799},
year = {2020},
url = {https://arxiv.org/abs/2003.00799},
eprinttype = {arXiv},
eprint = {2003.00799},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09468,
author = {Wojciech Marian Czarnecki and
Gauthier Gidel and
Brendan D. Tracey and
Karl Tuyls and
Shayegan Omidshafiei and
David Balduzzi and
Max Jaderberg},
title = {Real World Games Look Like Spinning Tops},
journal = {CoRR},
volume = {abs/2004.09468},
year = {2020},
url = {https://arxiv.org/abs/2004.09468},
eprinttype = {arXiv},
eprint = {2004.09468},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-09468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00575,
author = {Ian Gemp and
Kevin R. McKee and
Richard Everett and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Yoram Bachrach and
David Balduzzi and
Andrea Tacchetti},
title = {{D3C:} Reducing the Price of Anarchy in Multi-Agent Learning},
journal = {CoRR},
volume = {abs/2010.00575},
year = {2020},
url = {https://arxiv.org/abs/2010.00575},
eprinttype = {arXiv},
eprint = {2010.00575},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00575.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/iclr/LetcherFBRW19,
author = {Alistair Letcher and
Jakob N. Foerster and
David Balduzzi and
Tim Rockt{\"{a}}schel and
Shimon Whiteson},
title = {Stable Opponent Shaping in Differentiable Games},
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=SyGjjsC5tQ},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LetcherFBRW19.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}
}
@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-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-1912-00953,
author = {Yan Wu and
Jeff Donahue and
David Balduzzi and
Karen Simonyan and
Timothy P. Lillicrap},
title = {{LOGAN:} Latent Optimisation for Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/1912.00953},
year = {2019},
url = {http://arxiv.org/abs/1912.00953},
eprinttype = {arXiv},
eprint = {1912.00953},
timestamp = {Sat, 26 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-00953.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}
}
@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-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-1811-08469,
author = {Alistair Letcher and
Jakob N. Foerster and
David Balduzzi and
Tim Rockt{\"{a}}schel and
Shimon Whiteson},
title = {Stable Opponent Shaping in Differentiable Games},
journal = {CoRR},
volume = {abs/1811.08469},
year = {2018},
url = {http://arxiv.org/abs/1811.08469},
eprinttype = {arXiv},
eprint = {1811.08469},
timestamp = {Tue, 27 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/GhifaryBKZ17,
author = {Muhammad Ghifary and
David Balduzzi and
W. Bastiaan Kleijn and
Mengjie Zhang},
title = {Scatter Component Analysis: {A} Unified Framework for Domain Adaptation
and Domain Generalization},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {39},
number = {7},
pages = {1414--1430},
year = {2017},
url = {https://doi.org/10.1109/TPAMI.2016.2599532},
doi = {10.1109/TPAMI.2016.2599532},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/GhifaryBKZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Balduzzi17,
author = {David Balduzzi},
editor = {Doina Precup and
Yee Whye Teh},
title = {Strongly-Typed Agents are Guaranteed to Interact Safely},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {332--341},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/balduzzi17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/Balduzzi17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalduzziFLLMM17,
author = {David Balduzzi and
Marcus Frean and
Lennox Leary and
J. P. Lewis and
Kurt Wan{-}Duo Ma and
Brian McWilliams},
editor = {Doina Precup and
Yee Whye Teh},
title = {The Shattered Gradients Problem: If resnets are the answer, then what
is the question?},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {342--350},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/balduzzi17b.html},
timestamp = {Fri, 30 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BalduzziFLLMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalduzziMB17,
author = {David Balduzzi and
Brian McWilliams and
Tony Butler{-}Yeoman},
editor = {Doina Precup and
Yee Whye Teh},
title = {Neural Taylor Approximations: Convergence and Exploration in Rectifier
Networks},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {351--360},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/balduzzi17c.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalduzziMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ivcnz/MaLFB17,
author = {Kurt Wan{-}Duo Ma and
J. P. Lewis and
Marcus Frean and
David Balduzzi},
title = {Back To {RGB:} Deep articulated hand pose estimation from a single
camera image},
booktitle = {2017 International Conference on Image and Vision Computing New Zealand,
{IVCNZ} 2017, Christchurch, New Zealand, December 4-6, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IVCNZ.2017.8402485},
doi = {10.1109/IVCNZ.2017.8402485},
timestamp = {Fri, 30 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ivcnz/MaLFB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Balduzzi17,
author = {David Balduzzi},
title = {Strongly-Typed Agents are Guaranteed to Interact Safely},
journal = {CoRR},
volume = {abs/1702.07450},
year = {2017},
url = {http://arxiv.org/abs/1702.07450},
eprinttype = {arXiv},
eprint = {1702.07450},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Balduzzi17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalduzziFLLMM17,
author = {David Balduzzi and
Marcus Frean and
Lennox Leary and
J. P. Lewis and
Kurt Wan{-}Duo Ma and
Brian McWilliams},
title = {The Shattered Gradients Problem: If resnets are the answer, then what
is the question?},
journal = {CoRR},
volume = {abs/1702.08591},
year = {2017},
url = {http://arxiv.org/abs/1702.08591},
eprinttype = {arXiv},
eprint = {1702.08591},
timestamp = {Fri, 30 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BalduzziFLLMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/GhifaryKZBL16,
author = {Muhammad Ghifary and
W. Bastiaan Kleijn and
Mengjie Zhang and
David Balduzzi and
Wen Li},
editor = {Bastian Leibe and
Jiri Matas and
Nicu Sebe and
Max Welling},
title = {Deep Reconstruction-Classification Networks for Unsupervised Domain
Adaptation},
booktitle = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam,
The Netherlands, October 11-14, 2016, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {9908},
pages = {597--613},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46493-0\_36},
doi = {10.1007/978-3-319-46493-0\_36},
timestamp = {Tue, 21 Mar 2023 20:52:16 +0100},
biburl = {https://dblp.org/rec/conf/eccv/GhifaryKZBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalduzziG16,
author = {David Balduzzi and
Muhammad Ghifary},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Strongly-Typed Recurrent Neural Networks},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1292--1300},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/balduzzi16.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalduzziG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalduzziG16,
author = {David Balduzzi and
Muhammad Ghifary},
title = {Strongly-Typed Recurrent Neural Networks},
journal = {CoRR},
volume = {abs/1602.02218},
year = {2016},
url = {http://arxiv.org/abs/1602.02218},
eprinttype = {arXiv},
eprint = {1602.02218},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BalduzziG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PennaRB16,
author = {Nicol{\'{a}}s Della Penna and
Mark D. Reid and
David Balduzzi},
title = {Compliance-Aware Bandits},
journal = {CoRR},
volume = {abs/1602.02852},
year = {2016},
url = {http://arxiv.org/abs/1602.02852},
eprinttype = {arXiv},
eprint = {1602.02852},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PennaRB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Balduzzi16,
author = {David Balduzzi},
title = {Deep Online Convex Optimization with Gated Games},
journal = {CoRR},
volume = {abs/1604.01952},
year = {2016},
url = {http://arxiv.org/abs/1604.01952},
eprinttype = {arXiv},
eprint = {1604.01952},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Balduzzi16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhifaryKZBL16,
author = {Muhammad Ghifary and
W. Bastiaan Kleijn and
Mengjie Zhang and
David Balduzzi and
Wen Li},
title = {Deep Reconstruction-Classification Networks for Unsupervised Domain
Adaptation},
journal = {CoRR},
volume = {abs/1607.03516},
year = {2016},
url = {http://arxiv.org/abs/1607.03516},
eprinttype = {arXiv},
eprint = {1607.03516},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GhifaryKZBL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalduzziMB16,
author = {David Balduzzi and
Brian McWilliams and
Tony Butler{-}Yeoman},
title = {Neural Taylor Approximations: Convergence and Exploration in Rectifier
Networks},
journal = {CoRR},
volume = {abs/1611.02345},
year = {2016},
url = {http://arxiv.org/abs/1611.02345},
eprinttype = {arXiv},
eprint = {1611.02345},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BalduzziMB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/Balduzzi16,
author = {David Balduzzi},
title = {Grammars for Games: {A} Gradient-Based, Game-Theoretic Framework for
Optimization in Deep Learning},
journal = {Frontiers Robotics {AI}},
volume = {2},
pages = {39},
year = {2015},
url = {https://doi.org/10.3389/frobt.2015.00039},
doi = {10.3389/FROBT.2015.00039},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/firai/Balduzzi16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BalduzziVB15,
author = {David Balduzzi and
Hastagiri Vanchinathan and
Joachim M. Buhmann},
editor = {Blai Bonet and
Sven Koenig},
title = {Kickback Cuts Backprop's Red-Tape: Biologically Plausible Credit Assignment
in Neural Networks},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {485--491},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9217},
doi = {10.1609/AAAI.V29I1.9217},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BalduzziVB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/GhifaryKZB15,
author = {Muhammad Ghifary and
W. Bastiaan Kleijn and
Mengjie Zhang and
David Balduzzi},
title = {Domain Generalization for Object Recognition with Multi-task Autoencoders},
booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
Santiago, Chile, December 7-13, 2015},
pages = {2551--2559},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICCV.2015.293},
doi = {10.1109/ICCV.2015.293},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/GhifaryKZB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AdelBG15,
author = {Tameem Adel and
David Balduzzi and
Ali Ghodsi},
editor = {Marina Meila and
Tom Heskes},
title = {Learning the Structure of Sum-Product Networks via an SVD-based Algorithm},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {32--41},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/83.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/AdelBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhifaryKZB15,
author = {Muhammad Ghifary and
W. Bastiaan Kleijn and
Mengjie Zhang and
David Balduzzi},
title = {Domain Generalization for Object Recognition with Multi-task Autoencoders},
journal = {CoRR},
volume = {abs/1508.07680},
year = {2015},
url = {http://arxiv.org/abs/1508.07680},
eprinttype = {arXiv},
eprint = {1508.07680},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GhifaryKZB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalduzziG15,
author = {David Balduzzi and
Muhammad Ghifary},
title = {Compatible Value Gradients for Reinforcement Learning of Continuous
Deep Policies},
journal = {CoRR},
volume = {abs/1509.03005},
year = {2015},
url = {http://arxiv.org/abs/1509.03005},
eprinttype = {arXiv},
eprint = {1509.03005},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BalduzziG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Balduzzi15a,
author = {David Balduzzi},
title = {Semantics, Representations and Grammars for Deep Learning},
journal = {CoRR},
volume = {abs/1509.08627},
year = {2015},
url = {http://arxiv.org/abs/1509.08627},
eprinttype = {arXiv},
eprint = {1509.08627},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Balduzzi15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhifaryBKZ15,
author = {Muhammad Ghifary and
David Balduzzi and
W. Bastiaan Kleijn and
Mengjie Zhang},
title = {Scatter Component Analysis: {A} Unified Framework for Domain Adaptation
and Domain Generalization},
journal = {CoRR},
volume = {abs/1510.04373},
year = {2015},
url = {http://arxiv.org/abs/1510.04373},
eprinttype = {arXiv},
eprint = {1510.04373},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GhifaryBKZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/netsci/Gomez-Rodriguez14,
author = {Manuel Gomez{-}Rodriguez and
Jure Leskovec and
David Balduzzi and
Bernhard Sch{\"{o}}lkopf},
title = {Uncovering the structure and temporal dynamics of information propagation},
journal = {Netw. Sci.},
volume = {2},
number = {1},
pages = {26--65},
year = {2014},
url = {https://doi.org/10.1017/nws.2014.3},
doi = {10.1017/NWS.2014.3},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/netsci/Gomez-Rodriguez14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Balduzzi14,
author = {David Balduzzi},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Cortical prediction markets},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1265--1272},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2617449},
timestamp = {Thu, 25 Sep 2014 07:46:15 +0200},
biburl = {https://dblp.org/rec/conf/atal/Balduzzi14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Balduzzi14,
author = {David Balduzzi},
title = {Cortical prediction markets},
journal = {CoRR},
volume = {abs/1401.1465},
year = {2014},
url = {http://arxiv.org/abs/1401.1465},
eprinttype = {arXiv},
eprint = {1401.1465},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Balduzzi14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Balduzzi14a,
author = {David Balduzzi},
title = {Falsifiable implies Learnable},
journal = {CoRR},
volume = {abs/1408.6618},
year = {2014},
url = {http://arxiv.org/abs/1408.6618},
eprinttype = {arXiv},
eprint = {1408.6618},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Balduzzi14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BalduzziVB14,
author = {David Balduzzi and
Hastagiri Vanchinathan and
Joachim M. Buhmann},
title = {Kickback cuts Backprop's red-tape: Biologically plausible credit assignment
in neural networks},
journal = {CoRR},
volume = {abs/1411.6191},
year = {2014},
url = {http://arxiv.org/abs/1411.6191},
eprinttype = {arXiv},
eprint = {1411.6191},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BalduzziVB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/advcs/BalduzziOB13,
author = {David Balduzzi and
Pedro A. Ortega and
Michel Besserve},
title = {Metabolic Cost as an Organizing Principle for Cooperative Learning},
journal = {Adv. Complex Syst.},
volume = {16},
number = {2-3},
year = {2013},
url = {https://doi.org/10.1142/S0219525913500124},
doi = {10.1142/S0219525913500124},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/advcs/BalduzziOB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tib/BalduzziT13,
author = {David Balduzzi and
Giulio Tononi},
title = {What can neurons do for their brain? Communicate selectivity with
bursts},
journal = {Theory Biosci.},
volume = {132},
number = {1},
pages = {27--39},
year = {2013},
url = {https://doi.org/10.1007/s12064-012-0165-0},
doi = {10.1007/S12064-012-0165-0},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tib/BalduzziT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MuandetBS13,
author = {Krikamol Muandet and
David Balduzzi and
Bernhard Sch{\"{o}}lkopf},
title = {Domain Generalization via Invariant Feature Representation},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {10--18},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/muandet13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/MuandetBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/McWilliamsBB13,
author = {Brian McWilliams and
David Balduzzi and
Joachim M. Buhmann},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Correlated random features for fast semi-supervised learning},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {440--448},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/839ab46820b524afda05122893c2fe8e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/McWilliamsBB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2115,
author = {Krikamol Muandet and
David Balduzzi and
Bernhard Sch{\"{o}}lkopf},
title = {Domain Generalization via Invariant Feature Representation},
journal = {CoRR},
volume = {abs/1301.2115},
year = {2013},
url = {http://arxiv.org/abs/1301.2115},
eprinttype = {arXiv},
eprint = {1301.2115},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/McWilliamsBB13,
author = {Brian McWilliams and
David Balduzzi and
Joachim M. Buhmann},
title = {Correlated random features for fast semi-supervised learning},
journal = {CoRR},
volume = {abs/1306.5554},
year = {2013},
url = {http://arxiv.org/abs/1306.5554},
eprinttype = {arXiv},
eprint = {1306.5554},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/McWilliamsBB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Balduzzi13,
author = {David Balduzzi},
title = {Randomized co-training: from cortical neurons to machine learning
and back again},
journal = {CoRR},
volume = {abs/1310.6536},
year = {2013},
url = {http://arxiv.org/abs/1310.6536},
eprinttype = {arXiv},
eprint = {1310.6536},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Balduzzi13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BalduzziB12,
author = {David Balduzzi and
Michel Besserve},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Towards a learning-theoretic analysis of spike-timing dependent plasticity},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2465--2473},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/f47330643ae134ca204bf6b2481fec47-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BalduzziB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OrtegaGGBB12,
author = {Pedro A. Ortega and
Jordi Grau{-}Moya and
Tim Genewein and
David Balduzzi and
Daniel A. Braun},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {A Nonparametric Conjugate Prior Distribution for the Maximizing Argument
of a Noisy Function},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {3014--3022},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/a9be4c2a4041cadbf9d61ae16dd1389e-Abstract.html},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/OrtegaGGBB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-4482,
author = {David Balduzzi and
Pedro A. Ortega and
Michel Besserve},
title = {Metabolic cost as an organizing principle for cooperative learning},
journal = {CoRR},
volume = {abs/1202.4482},
year = {2012},
url = {http://arxiv.org/abs/1202.4482},
eprinttype = {arXiv},
eprint = {1202.4482},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-4482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-1898,
author = {Pedro A. Ortega and
Jordi Grau{-}Moya and
Tim Genewein and
David Balduzzi and
Daniel A. Braun},
title = {A Nonparametric Conjugate Prior Distribution for the Maximizing Argument
of a Noisy Function},
journal = {CoRR},
volume = {abs/1206.1898},
year = {2012},
url = {http://arxiv.org/abs/1206.1898},
eprinttype = {arXiv},
eprint = {1206.1898},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-1898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-5549,
author = {David Balduzzi and
Michel Besserve},
title = {Towards a learning-theoretic analysis of spike-timing dependent plasticity},
journal = {CoRR},
volume = {abs/1209.5549},
year = {2012},
url = {http://arxiv.org/abs/1209.5549},
eprinttype = {arXiv},
eprint = {1209.5549},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-5549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4695,
author = {David Balduzzi},
title = {Regulating the information in spikes: a useful bias},
journal = {CoRR},
volume = {abs/1210.4695},
year = {2012},
url = {http://arxiv.org/abs/1210.4695},
eprinttype = {arXiv},
eprint = {1210.4695},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/Balduzzi11,
author = {David Balduzzi},
editor = {David L. Dowe},
title = {Falsification and Future Performance},
booktitle = {Algorithmic Probability and Friends. Bayesian Prediction and Artificial
Intelligence - Papers from the Ray Solomonoff 85th Memorial Conference,
Melbourne, VIC, Australia, November 30 - December 2, 2011},
series = {Lecture Notes in Computer Science},
volume = {7070},
pages = {65--78},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-44958-1\_5},
doi = {10.1007/978-3-642-44958-1\_5},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/birthday/Balduzzi11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/Balduzzi11,
author = {David Balduzzi},
editor = {Tom Lenaerts and
Mario Giacobini and
Hugues Bersini and
Paul Bourgine and
Marco Dorigo and
Ren{\'{e}} Doursat},
title = {Detecting emergent processes in cellular automata with excess information},
booktitle = {Advances in Artificial Life: 20th Anniversary Edition - Back to the
Origins of Alife, {ECAL} 2011, Paris, France, August 8-12, 2011},
pages = {55--62},
publisher = {{MIT} Press},
year = {2011},
url = {http://mitpress.mit.edu/sites/default/files/titles/alife/0262297140chap13.pdf},
timestamp = {Thu, 07 Jul 2022 15:49:20 +0200},
biburl = {https://dblp.org/rec/conf/ecal/Balduzzi11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/Balduzzi11,
author = {David Balduzzi},
title = {Estimating integrated information with {TMS} pulses during wakefulness,
sleep, and under anesthesia},
booktitle = {33rd Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2011, Boston, MA, USA, August
30 - Sept. 3, 2011},
pages = {4717--4720},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IEMBS.2011.6091168},
doi = {10.1109/IEMBS.2011.6091168},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/Balduzzi11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Gomez-RodriguezBS11,
author = {Manuel Gomez{-}Rodriguez and
David Balduzzi and
Bernhard Sch{\"{o}}lkopf},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Uncovering the Temporal Dynamics of Diffusion Networks},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {561--568},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/354\_icmlpaper.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Gomez-RodriguezBS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1107-1222,
author = {David Balduzzi},
editor = {Elham Kashefi and
Jean Krivine and
Femke van Raamsdonk},
title = {On the information-theoretic structure of distributed measurements},
booktitle = {Proceedings 7th International Workshop on Developments of Computational
Methods, {DCM} 2011, Zurich, Switzerland, 3rd July 2011},
series = {{EPTCS}},
volume = {88},
pages = {28--42},
year = {2011},
url = {https://doi.org/10.4204/EPTCS.88.3},
doi = {10.4204/EPTCS.88.3},
timestamp = {Wed, 12 Sep 2018 01:05:13 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1107-1222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-0158,
author = {David Balduzzi},
title = {Detecting emergent processes in cellular automata with excess information},
journal = {CoRR},
volume = {abs/1105.0158},
year = {2011},
url = {http://arxiv.org/abs/1105.0158},
eprinttype = {arXiv},
eprint = {1105.0158},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-0158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1105-0697,
author = {Manuel Gomez{-}Rodriguez and
David Balduzzi and
Bernhard Sch{\"{o}}lkopf},
title = {Uncovering the Temporal Dynamics of Diffusion Networks},
journal = {CoRR},
volume = {abs/1105.0697},
year = {2011},
url = {http://arxiv.org/abs/1105.0697},
eprinttype = {arXiv},
eprint = {1105.0697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1105-0697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-3592,
author = {David Balduzzi},
title = {Information, learning and falsification},
journal = {CoRR},
volume = {abs/1110.3592},
year = {2011},
url = {http://arxiv.org/abs/1110.3592},
eprinttype = {arXiv},
eprint = {1110.3592},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-3592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1111-5648,
author = {David Balduzzi},
title = {Falsification and future performance},
journal = {CoRR},
volume = {abs/1111.5648},
year = {2011},
url = {http://arxiv.org/abs/1111.5648},
eprinttype = {arXiv},
eprint = {1111.5648},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1111-5648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/BalduzziT09,
author = {David Balduzzi and
Giulio Tononi},
title = {Qualia: The Geometry of Integrated Information},
journal = {PLoS Comput. Biol.},
volume = {5},
number = {8},
year = {2009},
url = {https://doi.org/10.1371/journal.pcbi.1000462},
doi = {10.1371/JOURNAL.PCBI.1000462},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/BalduzziT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/BalduzziT08,
author = {David Balduzzi and
Giulio Tononi},
title = {Integrated Information in Discrete Dynamical Systems: Motivation and
Theoretical Framework},
journal = {PLoS Comput. Biol.},
volume = {4},
number = {6},
year = {2008},
url = {https://doi.org/10.1371/journal.pcbi.1000091},
doi = {10.1371/JOURNAL.PCBI.1000091},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/BalduzziT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/TononiB07,
author = {Giulio Tononi and
David Balduzzi},
editor = {Antonio Chella and
Riccardo Manzotti},
title = {Measuring Consciousness as Integrated Information},
booktitle = {{AI} and Consciousness: Theoretical Foundations and Current Approaches,
Papers from the 2007 {AAAI} Fall Symposium, Arlington, Virginia, USA,
November 9-11, 2007},
series = {{AAAI} Technical Report},
volume = {{FS-07-01}},
pages = {17},
publisher = {{AAAI} Press},
year = {2007},
url = {https://www.aaai.org/Library/Symposia/Fall/2007/fs07-01-003.php},
timestamp = {Wed, 28 Nov 2018 17:13:50 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/TononiB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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