Kevin Leyton-Brown

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Holger HoosRWTH Aachen University, Germany • Leiden University, Netherlands • University of British ColumbiaCorreu electrònic verificat a cs.rwth-aachen.de
Frank HutterELLIS Institute Tübingen & Professor, University of Freiburg, GermanyCorreu electrònic verificat a cs.uni-freiburg.de
Yoav ShohamProfessor (emeritus)Correu electrònic verificat a cs.stanford.edu
Lin XuNETINT, University of British ColumbiaCorreu electrònic verificat a cs.ubc.ca
James R. WrightUniversity of AlbertaCorreu electrònic verificat a ualberta.ca
Jason HartfordDame Kathleen Ollerenshaw Fellow, University of Manchester; Research Scientist at Valence LabsCorreu electrònic verificat a cs.ubc.ca
Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchCorreu electrònic verificat a harvard.edu
Yoav LevineAA-I TechnologiesCorreu electrònic verificat a doubleai.com
Moshe TennenholtzCorreu electrònic verificat a ie.technion.ac.il
Amnon ShashuaProfessor of Computer Science, the Hebrew University of JerusalemCorreu electrònic verificat a cs.huji.ac.il
Lars KotthoffUniversity of WyomingCorreu electrònic verificat a uwyo.edu
David R. M. ThompsonGoogleCorreu electrònic verificat a google.com
David C. ParkesGeorge F. Colony Professor of Computer Science, Harvard UniversityCorreu electrònic verificat a eecs.harvard.edu
Neil NewmanUniversity of British ColumbiaCorreu electrònic verificat a cs.ubc.ca
Ori RamGoogleCorreu electrònic verificat a google.com
Ece KamarMicrosoft ResearchCorreu electrònic verificat a microsoft.com
Ryan CaloUniversity of WashingtonCorreu electrònic verificat a uw.edu
rodney brooksProfessor of Computer Science, MITCorreu electrònic verificat a csail.mit.edu
Julia HirschbergColumbia UniversityCorreu electrònic verificat a cs.columbia.edu
Marius LindauerLeibniz University Hannover (Germany), Institute of Artificial Intelligence LUH|AI, L3S ResearchCorreu electrònic verificat a ai.uni-hannover.de

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Kevin Leyton-Brown

Professor, Computer Science, University of British Columbia; Canada CIFAR AI Chair

Correu electrònic verificat a cs.ubc.ca - Pàgina d'inici

artificial intelligence machine learning game theory algorithms market design


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Multiagent systems: Algorithmic, game-theoretic, and logical foundations Y Shoham, K Leyton-Brown Cambridge University Press, 2009	3893	2009
Sequential model-based optimization for general algorithm configuration F Hutter, HH Hoos, K Leyton-Brown Proceedings of the 5th International Conference on Learning and Intelligent …, 2011	3438	2011
Auto-WEKA: Combined selection and hyperparameter optimization of classification algorithms C Thornton, F Hutter, HH Hoos, K Leyton-Brown Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013	2053	2013
ParamILS: an automatic algorithm configuration framework F Hutter, HH Hoos, K Leyton-Brown, T Stützle Journal of Artificial Intelligence Research (JAIR) 36 (1), 267-306, 2009	1321	2009
Artificial intelligence and life in 2030: the one hundred year study on artificial intelligence P Stone, R Brooks, E Brynjolfsson, R Calo, O Etzioni, G Hager, ... arXiv preprint arXiv:2211.06318, 2016	1230*	2016
SATzilla: Portfolio-based Algorithm Selection for SAT L Xu, F Hutter, HH Hoos, K Leyton-Brown Journal of Artificial Intelligence Research (JAIR) 32, 565-606, 2008	1197	2008
Auto-WEKA 2.0: Automatic model selection and hyperparameter optimization in WEKA L Kotthoff, C Thornton, HH Hoos, F Hutter, K Leyton-Brown Journal of Machine Learning Research 18 (25), 1--5, 2017	1014	2017
Incentives for sharing in peer-to-peer networks P Golle, K Leyton-Brown, I Mironov, M Lillibridge ACM Conference on Electronic Commerce, 75-87, 2001	869	2001
Essentials of Game Theory: A Concise Multidisciplinary Introduction K Leyton-Brown, Y Shoham Synthesis Lectures on Artificial Intelligence and Machine Learning, 1-88, 2008	761	2008
Taming the computational complexity of combinatorial auctions: Optimal and approximate approaches Y Fujishima, K Leyton-Brown, Y Shoham International Joint Conference on Artificial Intelligence (IJCAI) 99, 548-553, 1999	662	1999
An efficient approach for assessing hyperparameter importance F Hutter, H Hoos, K Leyton-Brown International Conference on Machine Learning, 2014	657	2014
Algorithm runtime prediction: Methods & evaluation F Hutter, L Xu, HH Hoos, K Leyton-Brown Artificial Intelligence 206, 79-111, 2014	601	2014
Towards a universal test suite for combinatorial auction algorithms K Leyton-Brown, M Pearson, Y Shoham Proceedings of the 2nd ACM conference on Electronic Commerce, 66-76, 2000	532	2000
In-context retrieval-augmented language models O Ram, Y Levine, I Dalmedigos, D Muhlgay, A Shashua, K Leyton-Brown, ... Transactions of the Association for Computational Linguistics 11, 1316-1331, 2023	484	2023
Towards an empirical foundation for assessing Bayesian optimization of hyperparameters K Eggensperger, M Feurer, F Hutter, J Bergstra, J Snoek, H Hoos, ... NIPS Workshop on Bayesian Optimization in Theory and Practice, 2013	478	2013
Deep IV: A flexible approach for counterfactual prediction J Hartford, G Lewis, K Leyton-Brown, M Taddy International Conference on Machine Learning, 1414-1423, 2017	398	2017
ASlib: A benchmark library for algorithm selection B Bischl, P Kerschke, L Kotthoff, M Lindauer, Y Malitsky, A Fréchette, ... Artificial Intelligence 237, 41–58, 2014	308	2014
Understanding random SAT: Beyond the clauses-to-variables ratio E Nudelman, K Leyton-Brown, H Hoos, A Devkar, Y Shoham Principles and Practice of Constraint Programming, 438-452, 2004	291	2004
Hydra: Automatically configuring algorithms for portfolio-based selection L Xu, H Hoos, K Leyton-Brown Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 210-216, 2010	264	2010
Automated configuration of mixed integer programming solvers F Hutter, HH Hoos, K Leyton-Brown Integration of AI and OR Techniques in Constraint Programming for …, 2010	263	2010

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