Yevgeniy Vorobeychik

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	All	Since 2015
Citations	3370	2499
h-index	33	28
i10-index	79	69

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Michael WellmanProfessor of Computer Science & Engineering, University of MichiganVerified email at umich.edu
Xenofon KoutsoukosVerified email at vanderbilt.edu
Bo LiUniversity of Illinois at Urbana–ChampaignVerified email at illinois.edu
Aron LaszkaAssistant Professor, University of HoustonVerified email at uh.edu
Milind TambeDirector CRCS Center @Harvard; Director "AI for Social Good" @Google India ResearchVerified email at harvard.edu
Satinder SinghComputer Science and Engineering, University of MichiganVerified email at umich.edu
Bo AnNanyang Technological UniversityVerified email at ntu.edu.sg
Christopher KiekintveldUniversity of Texas at El PasoVerified email at utep.edu
Daniel ReevesCo-founder, BeeminderVerified email at beeminder.com
Bradley MalinAccenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, VanderbiltVerified email at vanderbilt.edu
Murat KantarciogluProfessor of Computer Science, University of Texas at DallasVerified email at utdallas.edu
Waseem AbbasVanderbilt UniversityVerified email at vanderbilt.edu
Ayan MukhopadhyayStanford UniversityVerified email at stanford.edu
Jackson R. MayoDistinguished R&D Scientist, Sandia National LaboratoriesVerified email at sandia.gov
Jian LouApplied Scientist @ Amazon.comVerified email at amazon.com
Michael KearnsProfessor of Computer Science, University of PennsylvaniaVerified email at cis.upenn.edu
Chen HajajAriel UniversityVerified email at ariel.ac.il
Ellen Wright ClaytonProfessor, Vanderbilt UniversityVerified email at vanderbilt.edu
weiyi xiaVanderbilt UniversityVerified email at vanderbilt.edu
Liang TongPhD candidate at Washington University in St. LouisVerified email at wustl.edu

Yevgeniy Vorobeychik

Washington University in Saint Louis

Verified email at wustl.edu - Homepage

Artificial intelligence adversarial machine learning computational game theory security and privacy


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Notes on equilibria in symmetric games SF Cheng, DM Reeves, Y Vorobeychik, MP Wellman GTDT, 2004	167	2004
Data poisoning attacks on factorization-based collaborative filtering B Li, Y Wang, A Singh, Y Vorobeychik Advances in neural information processing systems, 1885-1893, 2016	126	2016
Strategic interactions in a supply chain game MP Wellman, J Estelle, S Singh, Y Vorobeychik, C Kiekintveld, V Soni Computational Intelligence 21 (1), 1-26, 2005	110	2005
Behavioral dynamics and influence in networked coloring and consensus S Judd, M Kearns, Y Vorobeychik Proceedings of the National Academy of Sciences 107 (34), 14978-14982, 2010	108	2010
Price prediction in a trading agent competition MP Wellman, DM Reeves, KM Lochner, Y Vorobeychik Journal of Artificial Intelligence Research 21, 19-36, 2004	106	2004
Feature cross-substitution in adversarial classification B Li, Y Vorobeychik Advances in neural information processing systems, 2087-2095, 2014	99	2014
Adversarial machine learning Y Vorobeychik, M Kantarcioglu Synthesis Lectures on Artificial Intelligence and Machine Learning 12 (3), 1-169, 2018	93	2018
Data-driven agent-based modeling, with application to rooftop solar adoption H Zhang, Y Vorobeychik, J Letchford, K Lakkaraju Autonomous Agents and Multi-Agent Systems 30 (6), 1023-1049, 2016	81	2016
Distributed Feedback Control for Decision Making on Supply Chains. C Kiekintveld, MP Wellman, SP Singh, J Estelle, Y Vorobeychik, V Soni, ... ICAPS, 384-392, 2004	81	2004
Security Games with Limited Surveillance. B An, D Kempe, C Kiekintveld, E Shieh, SP Singh, M Tambe, ... AAAI, 2012	68	2012
Stochastic search methods for Nash equilibrium approximation in simulation-based games Y Vorobeychik, MP Wellman Proceedings of the 7th international joint conference on Autonomous agents …, 2008	63	2008
Submodular Optimization with Routing Constraints. H Zhang, Y Vorobeychik AAAI 16, 819-826, 2016	60	2016
Security games with surveillance cost and optimal timing of attack execution. B An, M Brown, Y Vorobeychik, M Tambe AAMAS, 223-230, 2013	60	2013
Optimal randomized classification in adversarial settings. Y Vorobeychik, B Li AAMAS, 485-492, 2014	59	2014
Learning payoff functions in infinite games Y Vorobeychik, MP Wellman, S Singh Machine Learning 67 (1-2), 145-168, 2007	59	2007
Computing solutions in infinite-horizon discounted adversarial patrolling games Y Vorobeychik, B An, M Tambe, S Singh Twenty-Fourth International Conference on Automated Planning and Scheduling, 2014	57	2014
Searching for approximate equilibria in empirical games PR Jordan, Y Vorobeychik, MP Wellman Proceedings of the 7th international joint conference on Autonomous agents …, 2008	56	2008
Empirical mechanism design: methods, with application to a supply-chain scenario Y Vorobeychik, C Kiekintveld, MP Wellman Proceedings of the 7th ACM conference on Electronic commerce, 306-315, 2006	53	2006
Equilibrium analysis of dynamic bidding in sponsored search auctions Y Vorobeychik, DM Reeves International Journal of Electronic Business 6 (2), 172-193, 2008	52	2008
Optimal interdiction of attack plans. J Letchford, Y Vorobeychik AAMAS, 199-206, 2013	48	2013

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