Kevin Leyton-Brown

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Holger HoosRWTH Aachen University, Germany • Leiden University, Netherlands • University of British ColumbiaDirección de correo verificada de cs.rwth-aachen.de
Frank HutterProfessor of Computer Science, University of Freiburg, GermanyDirección de correo verificada de cs.uni-freiburg.de
Yoav ShohamProfessor (emeritus)Dirección de correo verificada de cs.stanford.edu
Lin XuUniversity of British ColumbiaDirección de correo verificada de cs.ubc.ca
Albert X. JiangAssistant Professor of Computer Science, Trinity UniversityDirección de correo verificada de trinity.edu
James R. WrightUniversity of AlbertaDirección de correo verificada de ualberta.ca
Jason HartfordPost-doc, MILADirección de correo verificada de cs.ubc.ca
Moshe TennenholtzDirección de correo verificada de ie.technion.ac.il
Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchDirección de correo verificada de harvard.edu
David R. M. ThompsonGoogleDirección de correo verificada de google.com
Lars KotthoffUniversity of WyomingDirección de correo verificada de uwyo.edu
Marius LindauerLeibniz University Hannover (Germany), Institute of Artificial Intelligence, L3S Research CenterDirección de correo verificada de ai.uni-hannover.de
Thomas StützleF.R.S.-FNRS Research Director, Université Libre de Bruxelles (ULB)Dirección de correo verificada de ulb.ac.be
Neil NewmanUniversity of British ColumbiaDirección de correo verificada de cs.ubc.ca
Alexandre FréchettePhD Student, University of British ColumbiaDirección de correo verificada de cs.ubc.ca
Katharina EggenspergerResearcher, University of TübingenDirección de correo verificada de uni-tuebingen.de
Ilya MironovMetaDirección de correo verificada de meta.com
Anne CondonProfessor of Computer Science, University of British ColumbiaDirección de correo verificada de cs.ubc.ca
Galen M AndrewGoogleDirección de correo verificada de google.com
Tuomas SandholmAngel Jordan University Professor of Computer Science, Carnegie Mellon UniversityDirección de correo verificada de cs.cmu.edu

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Kevin Leyton-Brown

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

Dirección de correo verificada de cs.ubc.ca - Página principal

artificial intelligence machine learning game theory algorithms market design


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Multiagent systems: Algorithmic, game-theoretic, and logical foundations Y Shoham, K Leyton-Brown Cambridge University Press, 2009	3346	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	2658	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	1613	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	1163	2009
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	1047	2008
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	856	2001
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	769	2017
Essentials of Game Theory: A Concise Multidisciplinary Introduction K Leyton-Brown, Y Shoham Synthesis Lectures on Artificial Intelligence and Machine Learning, 1-88, 2008	715	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	660	1999
Algorithm runtime prediction: Methods & evaluation F Hutter, L Xu, HH Hoos, K Leyton-Brown Artificial Intelligence 206, 79-111, 2014	504	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	500	2000
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, 2022	440	2022
An efficient approach for assessing hyperparameter importance F Hutter, H Hoos, K Leyton-Brown International Conference on Machine Learning, 2014	427	2014
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	386	2013
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	259	2004
Learning the empirical hardness of optimization problems: The case of combinatorial auctions K Leyton-Brown, E Nudelman, Y Shoham Principles and Practice of Constraint Programming-CP 2002: 8th International …, 2002	244	2002
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	242	2017
Run the GAMUT: A comprehensive approach to evaluating game-theoretic algorithms E Nudelman, J Wortman, Y Shoham, K Leyton-Brown Proceedings of the Third International Joint Conference on Autonomous Agents …, 2004	240	2004
A portfolio approach to algorithm selection K Leyton-Brown, E Nudelman, G Andrew, J McFadden, Y Shoham International Joint Conference on Artificial Intelligence (IJCAI) 1543, 2003, 2003	232	2003
Performance prediction and automated tuning of randomized and parametric algorithms F Hutter, Y Hamadi, HH Hoos, K Leyton-Brown Principles and Practice of Constraint Programming, 213-228, 2006	222	2006

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