Yuri Malitsky

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	All	Since 2016
Citations	1347	849
h-index	18	14
i10-index	27	20

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Co-authors

Horst SamulowitzIBM ResearchVerified email at us.ibm.com
Ashish SabharwalAllen Institute for AI (AI2)Verified email at allenai.org
Kevin TierneyBielefeld UniversityVerified email at uni-bielefeld.de
Barry O'SullivanSchool of Computer Science & IT, University College Cork, IrelandVerified email at cs.ucc.ie
Serdar KadiogluBrown University | Fidelity Investments | OracleVerified email at cs.brown.edu
Lars KotthoffUniversity of WyomingVerified email at uwyo.edu
Barry HurleyUniversity College CorkVerified email at 4c.ucc.ie
Frank HutterProfessor of Computer Science, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Kevin Leyton-BrownProfessor of Computer Science, University of British Columbia; Canada CIFAR AI Chair, AmiiVerified email at cs.ubc.ca
Holger HoosLeiden University, The Netherlands & University of British Columbia, CanadaVerified email at liacs.nl
Deepak MehtaPrincipal Research Scientist, Huawei Technologies LtdVerified email at mycit.ie
Carlos AnsóteguiUniversity of LleidaVerified email at diei.udl.cat
Marius LindauerLeibniz University Hannover (Germany)Verified email at tnt.uni-hannover.de
Bernd BischlChair of Statistical Learning and Data Science, LMU MunichVerified email at stat.uni-muenchen.de
Tadhg FitzgeraldPhD Researcher, Insight Centre for Data Analytics, University College CorkVerified email at insight-centre.org
Vijay SaraswatGoldman Sachs ResearchVerified email at saraswat.org
Giovanni M. Di LibertoEcole Normale SupérieureVerified email at tcd.ie
Bistra DilkinaAssoc. Professor of Computer Science and co-Director of the Center for AI in Society, USCVerified email at usc.edu
Christian KroerAssistant Professor, Columbia UniversityVerified email at columbia.edu
Joao Marques-SilvaCNRS Research Director, IRIT, CNRS & ANITIVerified email at irit.fr

Yuri Malitsky

IBM Research

Verified email at us.ibm.com - Homepage

Artificial Intelligence Constraint Programming Machine Learning Optimization


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ISAC-Instance-Specific Algorithm Configuration. S Kadioglu, Y Malitsky, M Sellmann, K Tierney ECAI 215, 751-756, 2010	223	2010
Algorithm selection and scheduling S Kadioglu, Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann International Conference on Principles and Practice of Constraint …, 2011	163	2011
Aslib: A benchmark library for algorithm selection B Bischl, P Kerschke, L Kotthoff, M Lindauer, Y Malitsky, A Fréchette, ... Artificial Intelligence 237, 41-58, 2016	146	2016
Algorithm portfolios based on cost-sensitive hierarchical clustering Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann Twenty-Third International Joint Conference on Artificial Intelligence, 2013	96	2013
Model-Based Genetic Algorithms for Algorithm Configuration. C Ansótegui, Y Malitsky, H Samulowitz, M Sellmann, K Tierney IJCAI, 733-739, 2015	75	2015
Proteus: A hierarchical portfolio of solvers and transformations B Hurley, L Kotthoff, Y Malitsky, B O’Sullivan International Conference on AI and OR Techniques in Constriant Programming …, 2014	55	2014
MaxSAT by improved instance-specific algorithm configuration C Ansótegui, J Gabas, Y Malitsky, M Sellmann Artificial Intelligence 235, 26-39, 2016	51	2016
Instance-specific algorithm configuration as a method for non-model-based portfolio generation Y Malitsky, M Sellmann International Conference on Integration of Artificial Intelligence (AI) and …, 2012	46	2012
Deep learning for algorithm portfolios A Loreggia, Y Malitsky, H Samulowitz, V Saraswat Proceedings of the aaai conference on artificial intelligence 30 (1), 2016	44	2016
Non-model-based algorithm portfolios for SAT Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann International Conference on Theory and Applications of Satisfiability …, 2011	37	2011
Dash: Dynamic approach for switching heuristics G Di Liberto, S Kadioglu, K Leo, Y Malitsky European Journal of Operational Research 248 (3), 943-953, 2016	33	2016
Tuning parameters of large neighborhood search for the machine reassignment problem Y Malitsky, D Mehta, B O’Sullivan, H Simonis International Conference on AI and OR Techniques in Constriant Programming …, 2013	27	2013
Backdoors to combinatorial optimization: Feasibility and optimality B Dilkina, CP Gomes, Y Malitsky, A Sabharwal, M Sellmann International Conference on AI and OR Techniques in Constriant Programming …, 2009	27	2009
Evolving instance-specific algorithm configuration Y Malitsky Instance-Specific Algorithm Configuration, 93-105, 2014	26	2014
Parallel SAT solver selection and scheduling Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann International Conference on Principles and Practice of Constraint …, 2012	26	2012
Feature filtering for instance-specific algorithm configuration C Kroer, Y Malitsky 2011 IEEE 23rd International Conference on Tools with Artificial …, 2011	23	2011
Features for exploiting black-box optimization problem structure T Abell, Y Malitsky, K Tierney International Conference on Learning and Intelligent Optimization, 30-36, 2013	21	2013
Boosting sequential solver portfolios: Knowledge sharing and accuracy prediction Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann International Conference on Learning and Intelligent Optimization, 153-167, 2013	21	2013
React: Real-time algorithm configuration through tournaments T Fitzgerald, Y Malitsky, B O’Sullivan, K Tierney Seventh Annual Symposium on Combinatorial Search, 2014	16	2014
Stochastic offline programming Y Malitsky, M Sellmann International Journal on Artificial Intelligence Tools 19 (04), 351-371, 2010	16	2010

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