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ORCIDBibTeX records: Martin Zinkevich
@inproceedings{DBLP:conf/sigmod/CavenessCPP0Z20,
author = {Emily Caveness and
Paul Suganthan G. C. and
Zhuo Peng and
Neoklis Polyzotis and
Sudip Roy and
Martin Zinkevich},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {TensorFlow Data Validation: Data Analysis and Validation in Continuous
{ML} Pipelines},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {2793--2796},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3384707},
doi = {10.1145/3318464.3384707},
timestamp = {Wed, 04 May 2022 13:02:28 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/CavenessCPP0Z20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/BreckP0WZ19,
author = {Eric Breck and
Neoklis Polyzotis and
Sudip Roy and
Steven Whang and
Martin Zinkevich},
editor = {Ameet Talwalkar and
Virginia Smith and
Matei Zaharia},
title = {Data Validation for Machine Learning},
booktitle = {Proceedings of Machine Learning and Systems 2019, MLSys 2019, Stanford,
CA, USA, March 31 - April 2, 2019},
publisher = {mlsys.org},
year = {2019},
url = {https://proceedings.mlsys.org/book/267.pdf},
timestamp = {Fri, 15 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/BreckP0WZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/opml/BaylorHKLLMMPTZ19,
author = {Denis Baylor and
Kevin Haas and
Konstantinos Katsiapis and
Sammy Leong and
Rose Liu and
Clemens Mewald and
Hui Miao and
Neoklis Polyzotis and
Mitchell Trott and
Martin Zinkevich},
editor = {Bharath Ramsundar and
Nisha Talagala},
title = {Continuous Training for Production {ML} in the TensorFlow Extended
{(TFX)} Platform},
booktitle = {2019 {USENIX} Conference on Operational Machine Learning, OpML 2019,
Santa Clara, CA, USA, May 20, 2019},
pages = {51--53},
publisher = {{USENIX} Association},
year = {2019},
url = {https://www.usenix.org/conference/opml19/presentation/baylor},
timestamp = {Tue, 02 Feb 2021 08:04:58 +0100},
biburl = {https://dblp.org/rec/conf/opml/BaylorHKLLMMPTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/PolyzotisRWZ18,
author = {Neoklis Polyzotis and
Sudip Roy and
Steven Euijong Whang and
Martin Zinkevich},
title = {Data Lifecycle Challenges in Production Machine Learning: {A} Survey},
journal = {{SIGMOD} Rec.},
volume = {47},
number = {2},
pages = {17--28},
year = {2018},
url = {https://doi.org/10.1145/3299887.3299891},
doi = {10.1145/3299887.3299891},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/PolyzotisRWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZinkevichS17,
author = {Martin A. Zinkevich and
Dale Schuurmans},
title = {Formalizing Anthropomorphism Through Games: {A} Study in Deep Neural
Networks},
booktitle = {The Workshops of the The Thirty-First {AAAI} Conference on Artificial
Intelligence, Saturday, February 4-9, 2017, San Francisco, California,
{USA}},
series = {{AAAI} Technical Report},
volume = {{WS-17}},
publisher = {{AAAI} Press},
year = {2017},
url = {http://aaai.org/ocs/index.php/WS/AAAIW17/paper/view/15228},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZinkevichS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BaylorBCFFHHIJK17,
author = {Denis Baylor and
Eric Breck and
Heng{-}Tze Cheng and
Noah Fiedel and
Chuan Yu Foo and
Zakaria Haque and
Salem Haykal and
Mustafa Ispir and
Vihan Jain and
Levent Koc and
Chiu Yuen Koo and
Lukasz Lew and
Clemens Mewald and
Akshay Naresh Modi and
Neoklis Polyzotis and
Sukriti Ramesh and
Sudip Roy and
Steven Euijong Whang and
Martin Wicke and
Jarek Wilkiewicz and
Xin Zhang and
Martin Zinkevich},
title = {{TFX:} {A} TensorFlow-Based Production-Scale Machine Learning Platform},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {1387--1395},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098021},
doi = {10.1145/3097983.3098021},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/BaylorBCFFHHIJK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Polyzotis0WZ17,
author = {Neoklis Polyzotis and
Sudip Roy and
Steven Euijong Whang and
Martin Zinkevich},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {Data Management Challenges in Production Machine Learning},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1723--1726},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3054782},
doi = {10.1145/3035918.3054782},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/Polyzotis0WZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZinkevichDS17,
author = {Martin A. Zinkevich and
Alex Davies and
Dale Schuurmans},
editor = {Gal Elidan and
Kristian Kersting and
Alexander Ihler},
title = {Holographic Feature Representations of Deep Networks},
booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial
Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017},
publisher = {{AUAI} Press},
year = {2017},
url = {http://auai.org/uai2017/proceedings/papers/267.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZinkevichDS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-11165,
author = {Tyler Lu and
Martin Zinkevich and
Craig Boutilier and
Binz Roy and
Dale Schuurmans},
title = {Safe Exploration for Identifying Linear Systems via Robust Optimization},
journal = {CoRR},
volume = {abs/1711.11165},
year = {2017},
url = {http://arxiv.org/abs/1711.11165},
eprinttype = {arXiv},
eprint = {1711.11165},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-11165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchuurmansZ16,
author = {Dale Schuurmans and
Martin Zinkevich},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Deep Learning Games},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {1678--1686},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/c4015b7f368e6b4871809f49debe0579-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SchuurmansZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/BardHRZ13,
author = {Nolan Bard and
John Alexander Hawkin and
Jonathan Rubin and
Martin Zinkevich},
title = {The Annual Computer Poker Competition},
journal = {{AI} Mag.},
volume = {34},
number = {2},
pages = {112},
year = {2013},
url = {https://doi.org/10.1609/aimag.v34i2.2474},
doi = {10.1609/AIMAG.V34I2.2474},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/BardHRZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BowlingZ12,
author = {Michael Bowling and
Martin Zinkevich},
title = {On Local Regret},
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/803.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BowlingZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-0622,
author = {Marc Lanctot and
Richard G. Gibson and
Neil Burch and
Martin Zinkevich and
Michael H. Bowling},
title = {No-Regret Learning in Extensive-Form Games with Imperfect Recall},
journal = {CoRR},
volume = {abs/1205.0622},
year = {2012},
url = {http://arxiv.org/abs/1205.0622},
eprinttype = {arXiv},
eprint = {1205.0622},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-0622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-3318,
author = {Michael Bowling and
Martin Zinkevich},
title = {On Local Regret},
journal = {CoRR},
volume = {abs/1206.3318},
year = {2012},
url = {http://arxiv.org/abs/1206.3318},
eprinttype = {arXiv},
eprint = {1206.3318},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-3318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LittmanRTZ12,
author = {Michael L. Littman and
Nishkam Ravi and
Arjun Talwar and
Martin Zinkevich},
title = {An Efficient Optimal-Equilibrium Algorithm for Two-player Game Trees},
journal = {CoRR},
volume = {abs/1206.6855},
year = {2012},
url = {http://arxiv.org/abs/1206.6855},
eprinttype = {arXiv},
eprint = {1206.6855},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LittmanRTZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZillesLHZ11,
author = {Sandra Zilles and
Steffen Lange and
Robert Holte and
Martin Zinkevich},
title = {Models of Cooperative Teaching and Learning},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {349--384},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.1953059},
doi = {10.5555/1953048.1953059},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZillesLHZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigecom/ZinkevichBW11,
author = {Martin Zinkevich and
Michael H. Bowling and
Michael Wunder},
title = {The lemonade stand game competition: solving unsolvable games},
journal = {SIGecom Exch.},
volume = {10},
number = {1},
pages = {35--38},
year = {2011},
url = {https://doi.org/10.1145/1978721.1978730},
doi = {10.1145/1978721.1978730},
timestamp = {Thu, 04 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigecom/ZinkevichBW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/PandeyABHCRZ11,
author = {Sandeep Pandey and
Mohamed Aly and
Abraham Bagherjeiran and
Andrew O. Hatch and
Peter Ciccolo and
Adwait Ratnaparkhi and
Martin Zinkevich},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Learning to target: what works for behavioral targeting},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {1805--1814},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063837},
doi = {10.1145/2063576.2063837},
timestamp = {Thu, 19 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/PandeyABHCRZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/JohansonWBZ11,
author = {Michael Johanson and
Kevin Waugh and
Michael H. Bowling and
Martin Zinkevich},
editor = {Toby Walsh},
title = {Accelerating Best Response Calculation in Large Extensive Games},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {258--265},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-054},
doi = {10.5591/978-1-57735-516-8/IJCAI11-054},
timestamp = {Tue, 20 Aug 2019 16:16:04 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/JohansonWBZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChuZLTT11,
author = {Wei Chu and
Martin Zinkevich and
Lihong Li and
Achint Thomas and
Belle L. Tseng},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Unbiased online active learning in data streams},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {195--203},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020444},
doi = {10.1145/2020408.2020444},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ChuZLTT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZinkevichWSL10,
author = {Martin Zinkevich and
Markus Weimer and
Alexander J. Smola and
Lihong Li},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Parallelized Stochastic Gradient Descent},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {2595--2603},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/abea47ba24142ed16b7d8fbf2c740e0d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZinkevichWSL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BowlingRBBBDHHJKPSSSWZ09,
author = {Michael H. Bowling and
Nicholas Abou Risk and
Nolan Bard and
Darse Billings and
Neil Burch and
Joshua Davidson and
John Alexander Hawkin and
Robert Holte and
Michael Johanson and
Morgan Kan and
Bryce Paradis and
Jonathan Schaeffer and
David Schnizlein and
Duane Szafron and
Kevin Waugh and
Martin Zinkevich},
editor = {Carles Sierra and
Cristiano Castelfranchi and
Keith S. Decker and
Jaime Sim{\~{a}}o Sichman},
title = {A demonstration of the Polaris poker system},
booktitle = {8th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2009), Budapest, Hungary, May 10-15, 2009, Volume
2},
pages = {1391--1392},
publisher = {{IFAAMAS}},
year = {2009},
url = {https://dl.acm.org/citation.cfm?id=1558310},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/BowlingRBBBDHHJKPSSSWZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LanctotWZB09,
author = {Marc Lanctot and
Kevin Waugh and
Martin Zinkevich and
Michael H. Bowling},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Monte Carlo Sampling for Regret Minimization in Extensive Games},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {1078--1086},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/00411460f7c92d2124a67ea0f4cb5f85-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LanctotWZB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZinkevichSL09,
author = {Martin Zinkevich and
Alexander J. Smola and
John Langford},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Slow Learners are Fast},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {2331--2339},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/b55ec28c52d5f6205684a473a2193564-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZinkevichSL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/WaughZJKSB09,
author = {Kevin Waugh and
Martin Zinkevich and
Michael Johanson and
Morgan Kan and
David Schnizlein and
Michael H. Bowling},
editor = {Vadim Bulitko and
J. Christopher Beck},
title = {A Practical Use of Imperfect Recall},
booktitle = {Eighth Symposium on Abstraction, Reformulation, and Approximation,
{SARA} 2009, Lake Arrowhead, California, USA, 8-10 August 2009},
publisher = {{AAAI}},
year = {2009},
url = {http://www.aaai.org/ocs/index.php/SARA/SARA09/paper/view/839},
timestamp = {Tue, 08 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sara/WaughZJKSB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GhoshRVZ09,
author = {Arpita Ghosh and
Benjamin I. P. Rubinstein and
Sergei Vassilvitskii and
Martin Zinkevich},
editor = {Juan Quemada and
Gonzalo Le{\'{o}}n and
Yo{\"{e}}lle S. Maarek and
Wolfgang Nejdl},
title = {Adaptive bidding for display advertising},
booktitle = {Proceedings of the 18th International Conference on World Wide Web,
{WWW} 2009, Madrid, Spain, April 20-24, 2009},
pages = {251--260},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1526709.1526744},
doi = {10.1145/1526709.1526744},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/GhoshRVZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/HolteLZZ08,
author = {Sandra Zilles and
Steffen Lange and
Robert Holte and
Martin Zinkevich},
editor = {Rocco A. Servedio and
Tong Zhang},
title = {Teaching Dimensions based on Cooperative Learning},
booktitle = {21st Annual Conference on Learning Theory - {COLT} 2008, Helsinki,
Finland, July 9-12, 2008},
pages = {135--146},
publisher = {Omnipress},
year = {2008},
url = {http://colt2008.cs.helsinki.fi/papers/125-Zilles.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/HolteLZZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/FarhangfarGZ08,
author = {Alireza Farhangfar and
Russell Greiner and
Martin Zinkevich},
title = {A Fast Way to Produce Optimal Fixed-Depth Decision Trees},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2008, Fort Lauderdale, Florida, USA, January 2-4, 2008},
year = {2008},
url = {http://isaim2008.unl.edu/PAPERS/TechnicalProgram/ISAIM2008\_0022\_afd88e29a0a4ff36741f4d8e4eb84a69.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/FarhangfarGZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/ZinkevichGL07,
author = {Martin Zinkevich and
Amy Greenwald and
Michael L. Littman},
title = {A hierarchy of prescriptive goals for multiagent learning},
journal = {Artif. Intell.},
volume = {171},
number = {7},
pages = {440--447},
year = {2007},
url = {https://doi.org/10.1016/j.artint.2007.02.005},
doi = {10.1016/J.ARTINT.2007.02.005},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/ZinkevichGL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZinkevichBB07,
author = {Martin Zinkevich and
Michael H. Bowling and
Neil Burch},
title = {A New Algorithm for Generating Equilibria in Massive Zero-Sum Games},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {788--794},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-125.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZinkevichBB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JohansonZB07,
author = {Michael Johanson and
Martin Zinkevich and
Michael H. Bowling},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Computing Robust Counter-Strategies},
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 = {721--728},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/6e7b33fdea3adc80ebd648fffb665bb8-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JohansonZB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZinkevichJBP07,
author = {Martin Zinkevich and
Michael Johanson and
Michael H. Bowling and
Carmelo Piccione},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Regret Minimization in Games with Incomplete Information},
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 = {1729--1736},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/08d98638c6fcd194a4b1e6992063e944-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZinkevichJBP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/RatliffBZ07,
author = {Nathan D. Ratliff and
J. Andrew Bagnell and
Martin Zinkevich},
editor = {Marina Meila and
Xiaotong Shen},
title = {(Approximate) Subgradient Methods for Structured Prediction},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {380--387},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/ratliff07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RatliffBZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jacm/BlumSZ06,
author = {Avrim Blum and
Tuomas Sandholm and
Martin Zinkevich},
title = {Online algorithms for market clearing},
journal = {J. {ACM}},
volume = {53},
number = {5},
pages = {845--879},
year = {2006},
url = {https://doi.org/10.1145/1183907.1183913},
doi = {10.1145/1183907.1183913},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jacm/BlumSZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/RettingerZB06,
author = {Achim Rettinger and
Martin Zinkevich and
Michael H. Bowling},
title = {Boosting Expert Ensembles for Rapid Concept Recall},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {464--469},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-074.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/RettingerZB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZinkevichBBKB06,
author = {Martin Zinkevich and
Michael H. Bowling and
Nolan Bard and
Morgan Kan and
Darse Billings},
title = {Optimal Unbiased Estimators for Evaluating Agent Performance},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {573--579},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-092.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZinkevichBBKB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SturtevantZB06,
author = {Nathan R. Sturtevant and
Martin Zinkevich and
Michael H. Bowling},
title = {Prob-Maxn: Playing N-Player Games with Opponent Models},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {1057--1063},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-166.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SturtevantZB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RatliffBZ06,
author = {Nathan D. Ratliff and
J. Andrew Bagnell and
Martin Zinkevich},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Maximum margin planning},
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 = {729--736},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143936},
doi = {10.1145/1143844.1143936},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/RatliffBZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GeramifardBZS06,
author = {Alborz Geramifard and
Michael H. Bowling and
Martin Zinkevich and
Richard S. Sutton},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {iLSTD: Eligibility Traces and Convergence Analysis},
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 = {441--448},
publisher = {{MIT} Press},
year = {2006},
url = {https://proceedings.neurips.cc/paper/2006/hash/6ad4174eba19ecb5fed17411a34ff5e6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GeramifardBZS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LittmanRTZ06,
author = {Michael L. Littman and
Nishkam Ravi and
Arjun Talwar and
Martin Zinkevich},
title = {An Efficient Optimal-Equilibrium Algorithm for Two-player Game Trees},
booktitle = {{UAI} '06, Proceedings of the 22nd Conference in Uncertainty in Artificial
Intelligence, Cambridge, MA, USA, July 13-16, 2006},
publisher = {{AUAI} Press},
year = {2006},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1261\&\#38;proceeding\_id=22},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LittmanRTZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/Zinkevich05,
author = {Martin Zinkevich},
editor = {Mitchell A. Potter and
R. Paul Wiegand},
title = {Response Regret},
booktitle = {Coevolutionary and Coadaptive Systems, Papers from the 2005 {AAAI}
Fall Symposium, Arlington, Virginia, USA, November 4-6, 2005},
series = {{AAAI} Technical Report},
volume = {{FS-05-03}},
pages = {41},
publisher = {{AAAI} Press},
year = {2005},
url = {https://www.aaai.org/Library/Symposia/Fall/2005/fs05-03-006.php},
timestamp = {Mon, 10 Dec 2018 11:25:26 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/Zinkevich05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZinkevichGL05,
author = {Martin Zinkevich and
Amy Greenwald and
Michael L. Littman},
title = {Cyclic Equilibria in Markov Games},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {1641--1648},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/9752d873fa71c19dc602bf2a0696f9b5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZinkevichGL05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BlumJSZ04,
author = {Avrim Blum and
Jeffrey C. Jackson and
Tuomas Sandholm and
Martin Zinkevich},
title = {Preference Elicitation and Query Learning},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {649--667},
year = {2004},
url = {http://jmlr.org/papers/volume5/blum04a/blum04a.pdf},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BlumJSZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/BlumJSZ03,
author = {Avrim Blum and
Jeffrey C. Jackson and
Tuomas Sandholm and
Martin Zinkevich},
editor = {Bernhard Sch{\"{o}}lkopf and
Manfred K. Warmuth},
title = {Preference Elicitation and Query Learning},
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 = {13--25},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45167-9\_3},
doi = {10.1007/978-3-540-45167-9\_3},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/colt/BlumJSZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Zinkevich03,
author = {Martin Zinkevich},
editor = {Tom Fawcett and
Nina Mishra},
title = {Online Convex Programming and Generalized Infinitesimal Gradient Ascent},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {928--936},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-120.php},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Zinkevich03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigecom/ZinkevichBS03,
author = {Martin Zinkevich and
Avrim Blum and
Tuomas Sandholm},
editor = {Daniel A. Menasc{\'{e}} and
Noam Nisan},
title = {On polynomial-time preference elicitation with value queries},
booktitle = {Proceedings 4th {ACM} Conference on Electronic Commerce (EC-2003),
San Diego, California, USA, June 9-12, 2003},
pages = {176--185},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/779928.779949},
doi = {10.1145/779928.779949},
timestamp = {Tue, 27 Nov 2018 11:56:48 +0100},
biburl = {https://dblp.org/rec/conf/sigecom/ZinkevichBS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LangfordZK02,
author = {John Langford and
Martin Zinkevich and
Sham M. Kakade},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Competitive Analysis of the Explore/Exploit Tradeoff},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {339--346},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Tue, 23 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LangfordZK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/BlumSZ02,
author = {Avrim Blum and
Tuomas Sandholm and
Martin Zinkevich},
editor = {David Eppstein},
title = {Online algorithms for market clearing},
booktitle = {Proceedings of the Thirteenth Annual {ACM-SIAM} Symposium on Discrete
Algorithms, January 6-8, 2002, San Francisco, CA, {USA}},
pages = {971--980},
publisher = {{ACM/SIAM}},
year = {2002},
url = {http://dl.acm.org/citation.cfm?id=545381.545507},
timestamp = {Fri, 07 Dec 2012 17:02:08 +0100},
biburl = {https://dblp.org/rec/conf/soda/BlumSZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZinkevichB01,
author = {Martin Zinkevich and
Tucker R. Balch},
editor = {Carla E. Brodley and
Andrea Pohoreckyj Danyluk},
title = {Symmetry in Markov Decision Processes and its Implications for Single
Agent and Multiagent Learning},
booktitle = {Proceedings of the Eighteenth International Conference on Machine
Learning {(ICML} 2001), Williams College, Williamstown, MA, USA, June
28 - July 1, 2001},
pages = {632},
publisher = {Morgan Kaufmann},
year = {2001},
timestamp = {Wed, 27 Nov 2002 10:53:35 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZinkevichB01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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