Yuri Malitsky

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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
Frank HutterELLIS Institute & Professor, University of Freiburg, GermanyVerified email at cs.uni-freiburg.de
Kevin Leyton-BrownProfessor, Computer Science, University of British Columbia; Canada CIFAR AI ChairVerified email at cs.ubc.ca
Holger HoosRWTH Aachen University, Germany • Leiden University, Netherlands • University of British ColumbiaVerified email at cs.rwth-aachen.de
Barry HurleyUniversity College CorkVerified email at 4c.ucc.ie
Carlos AnsóteguiUniversity of LleidaVerified email at diei.udl.cat
Deepak MehtaAI Specialist, AppleVerified email at mycit.ie
Marius LindauerLeibniz University Hannover (Germany), Institute of Artificial Intelligence LUH|AI, L3S ResearchVerified email at ai.uni-hannover.de
Bernd BischlChair of Statistical Learning and Data Science, LMU MunichVerified email at stat.uni-muenchen.de
Vijay SaraswatFidelity Quantitative Investment ResearchVerified email at saraswat.org
Tadhg FitzgeraldPhD Researcher, Insight Centre for Data Analytics, University College CorkVerified email at insight-centre.org
Giovanni M. Di LibertoAssistant Professor in Intelligent Systems, Trinity College DublinVerified email at tcd.ie
Christian KroerAssociate Professor, Columbia UniversityVerified email at columbia.edu
Bistra DilkinaAssoc. Professor of Computer Science and co-Director of the Center for AI in Society, USCVerified email at usc.edu
Marco CollauttiMaster student of Computer engineeringVerified email at dei.unipd.it

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 2010, 751-756, 2010	344	2010
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	284	2016
Algorithm selection and scheduling S Kadioglu, Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann Principles and Practice of Constraint Programming–CP 2011: 17th …, 2011	217	2011
Model-Based Genetic Algorithms for Algorithm Configuration. C Ansótegui, Y Malitsky, H Samulowitz, M Sellmann, K Tierney IJCAI, 733-739, 2015	147	2015
Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering. Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann IJCAI 13, 608-614, 2013	127	2013
Deep learning for algorithm portfolios A Loreggia, Y Malitsky, H Samulowitz, V Saraswat Proceedings of the aaai conference on artificial intelligence 30 (1), 2016	96	2016
MaxSAT by improved instance-specific algorithm configuration C Ansótegui, J Gabas, Y Malitsky, M Sellmann Artificial Intelligence 235, 26-39, 2016	91	2016
Proteus: A hierarchical portfolio of solvers and transformations B Hurley, L Kotthoff, Y Malitsky, B O’Sullivan Integration of AI and OR Techniques in Constraint Programming: 11th …, 2014	84	2014
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	71	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	55	2012
Non-model-based algorithm portfolios for SAT Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann Theory and Applications of Satisfiability Testing-SAT 2011: 14th …, 2011	45	2011
Tuning parameters of large neighborhood search for the machine reassignment problem Y Malitsky, D Mehta, B O’Sullivan, H Simonis Integration of AI and OR Techniques in Constraint Programming for …, 2013	41	2013
Parallel SAT solver selection and scheduling Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann International Conference on Principles and Practice of Constraint …, 2012	39	2012
Evolving instance-specific algorithm configuration Y Malitsky, Y Malitsky Instance-Specific Algorithm Configuration, 93-105, 2014	38	2014
Backdoors to combinatorial optimization: Feasibility and optimality B Dilkina, CP Gomes, Y Malitsky, A Sabharwal, M Sellmann Integration of AI and OR Techniques in Constraint Programming for …, 2009	36	2009
SNNAP: Solver-based nearest neighbor for algorithm portfolios M Collautti, Y Malitsky, D Mehta, B O’Sullivan Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013	29	2013
React: Real-time algorithm configuration through tournaments T Fitzgerald, Y Malitsky, B O’Sullivan, K Tierney Proceedings of the International Symposium on Combinatorial Search 5 (1), 62-70, 2014	28	2014
Features for exploiting black-box optimization problem structure T Abell, Y Malitsky, K Tierney International Conference on Learning and Intelligent Optimization, 30-36, 2013	28	2013
Feature filtering for instance-specific algorithm configuration C Kroer, Y Malitsky 2011 IEEE 23rd International Conference on Tools with Artificial …, 2011	25	2011
Stochastic offline programming Y Malitsky, M Sellmann International Journal on Artificial Intelligence Tools 19 (04), 351-371, 2010	24	2010

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