Kevin Leyton-Brown
Orcid: 0000-0002-7644-5327Affiliations:
- University of British Columbia, Canada
According to our database1,
Kevin Leyton-Brown
authored at least 175 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2020, "For contributions to artificial intelligence, including computational game theory, multi-agent systems, machine learning, and optimization ".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on zbmath.org
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on twitter.com
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on orcid.org
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on id.loc.gov
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on d-nb.info
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on dl.acm.org
On csauthors.net:
Bibliography
2024
Understanding Understanding: A Pragmatic Framework Motivated by Large Language Models.
CoRR, 2024
Rationality Report Cards: Assessing the Economic Rationality of Large Language Models.
CoRR, 2024
Understanding Iterative Combinatorial Auction Designs via Multi-Agent Reinforcement Learning.
Proceedings of the 25th ACM Conference on Economics and Computation, 2024
Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024
Proceedings of the 2024 on Innovation and Technology in Computer Science Education V. 1, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Trans. Assoc. Comput. Linguistics, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
CoRR, 2022
CoRR, 2022
Artificial Intelligence and Life in 2030: The One Hundred Year Study on Artificial Intelligence.
CoRR, 2022
MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning.
CoRR, 2022
The Spotlight: A General Method for Discovering Systematic Errors in Deep Learning Models.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Proceedings of the Handbook of Satisfiability - Second Edition, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
2020
CoRR, 2020
Proceedings of the Web and Internet Economics - 16th International Conference, 2020
Proceedings of the EC '20: The 21st ACM Conference on Economics and Computation, 2020
ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Incentivizing Evaluation with Peer Prediction and Limited Access to Ground Truth (Extended Abstract).
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Operations Research Enables Auction to Repurpose Television Spectrum for Next-Generation Wireless Technologies.
INFORMS J. Appl. Anal., 2019
Artif. Intell., 2019
Procrastinating with Confidence: Near-Optimal, Anytime, Adaptive Algorithm Configuration.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 2019 ACM Conference on Economics and Computation, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the Automated Machine Learning - Methods, Systems, Challenges, 2019
2018
Mach. Learn., 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies, 2018
Proceedings of the Handbook of Parallel Constraint Reasoning., 2018
2017
Proc. Natl. Acad. Sci. USA, 2017
J. Mach. Learn. Res., 2017
Games Econ. Behav., 2017
Games Econ. Behav., 2017
CoRR, 2017
Efficient Benchmarking of Algorithm Configuration Procedures via Model-Based Surrogates.
CoRR, 2017
Artif. Intell., 2017
Proceedings of the Open Algorithm Selection Challenge 2017, 2017
Efficiency Through Procrastination: Approximately Optimal Algorithm Configuration with Runtime Guarantees.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Resource Graph Games: A Compact Representation for Games with Structured Strategy Spaces.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Incentivizing Evaluation via Limited Access to Ground Truth: Peer-Prediction Makes Things Worse.
CoRR, 2016
Artif. Intell., 2016
Proceedings of the Web and Internet Economics - 12th International Conference, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Games Econ. Behav., 2015
Proceedings of the 46th ACM Technical Symposium on Computer Science Education, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Commun. ACM, 2014
Proceedings of the ACM Conference on Economics and Computation, 2014
Proceedings of the ACM Conference on Economics and Computation, 2014
Proceedings of the ACM Conference on Economics and Computation, 2014
Proceedings of the Learning and Intelligent Optimization, 2014
Proceedings of the Learning and Intelligent Optimization, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the International Workshop on Meta-learning and Algorithm Selection co-located with 21st European Conference on Artificial Intelligence, 2014
Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling, 2014
2013
Evaluating, Understanding, and Improving Behavioral Game Theory Models For Predicting Human Behavior in Unrepeated Normal-Form Games.
CoRR, 2013
Proceedings of the fourteenth ACM Conference on Electronic Commerce, 2013
Proceedings of the fourteenth ACM Conference on Electronic Commerce, 2013
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013
Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
An evaluation of sequential model-based optimization for expensive blackbox functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Annual Symposium on Computing for Development, 2013
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013
2012
Auto-WEKA: Automated Selection and Hyper-Parameter Optimization of Classification Algorithms
CoRR, 2012
TRUSTS: Scheduling Randomized Patrols for Fare Inspection in Transit Systems Using Game Theory.
AI Mag., 2012
Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2012, 2012
Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012
Proceedings of the Twenty-Fourth Conference on Innovative Applications of Artificial Intelligence, 2012
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012
Proceedings of the Game Theory for Security, 2012
Proceedings of the Game Theory for Security, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
Linear solvers for nonlinear games: using pivoting algorithms to find Nash equilibria in <i>n</i>-player games.
SIGecom Exch., 2011
SIGecom Exch., 2011
CoRR, 2011
Artif. Intell., 2011
Proceedings of the Internet and Network Economics - 7th International Workshop, 2011
A General Framework for Computing Optimal Correlated Equilibria in Compact Games - (Extended Abstract).
Proceedings of the Internet and Network Economics - 7th International Workshop, 2011
HAL: A Framework for the Automated Analysis and Design of High-Performance Algorithms.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
2010
Ann. Math. Artif. Intell., 2010
Proceedings of the Proceedings 11th ACM Conference on Electronic Commerce (EC-2010), 2010
Proceedings of the 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, 2010
Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010
Proceedings of the Behavioral and Quantitative Game Theory, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
Sequential Model-Based Parameter Optimization: an Experimental Investigation of Automated and Interactive Approaches.
Proceedings of the Experimental Methods for the Analysis of Optimization Algorithms., 2010
2009
J. Artif. Intell. Res., 2009
J. ACM, 2009
Proceedings of the UAI 2009, 2009
Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Multiagent Systems - Algorithmic, Game-Theoretic, and Logical Foundations.
Cambridge University Press, ISBN: 978-0-521-89943-7, 2009
2008
Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, ISBN: 978-3-031-01545-8, 2008
SIGecom Exch., 2008
2007
Proceedings of the Principles and Practice of Constraint Programming, 2007
Proceedings of the Principles and Practice of Constraint Programming, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
Proceedings of the Principles and Practice of Constraint Programming, 2006
Proceedings of the Proceedings, 2006
2004
Proceedings of the Principles and Practice of Constraint Programming, 2004
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004
2003
SIGecom Exch., 2003
Comput. Commun., 2003
Proceedings of the Principles and Practice of Constraint Programming, 2003
2002
Learning the Empirical Hardness of Optimization Problems: The Case of Combinatorial Auctions.
Proceedings of the Principles and Practice of Constraint Programming, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
2001
Proceedings of the Electronic Commerce, Second International Workshop, 2001
Proceedings of the Proceedings 3rd ACM Conference on Electronic Commerce (EC-2001), 2001
Proceedings of the Proceedings 3rd ACM Conference on Electronic Commerce (EC-2001), 2001
2000
Proceedings of the 2nd ACM Conference on Electronic Commerce (EC-00), 2000
Proceedings of the 2nd ACM Conference on Electronic Commerce (EC-00), 2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
1999
Taming the Computational Complexity of Combinatorial Auctions: Optimal and Approximate Approaches.
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999