Yuri Malitsky
Yuri Malitsky
IBM Research
Verified email at us.ibm.com - Homepage
TitleCited byYear
ISAC-Instance-Specific Algorithm Configuration.
S Kadioglu, Y Malitsky, M Sellmann, K Tierney
ECAI 215, 751-756, 2010
1932010
Algorithm selection and scheduling
S Kadioglu, Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann
International Conference on Principles and Practice of Constraint …, 2011
1422011
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
912016
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
832013
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
492014
Model-based genetic algorithms for algorithm configuration
C Ansótegui, Y Malitsky, H Samulowitz, M Sellmann, K Tierney
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
482015
MaxSAT by improved instance-specific algorithm configuration
C Ansótegui, J Gabas, Y Malitsky, M Sellmann
Artificial Intelligence 235, 26-39, 2016
422016
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
412012
Non-model-based algorithm portfolios for SAT
Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann
International Conference on Theory and Applications of Satisfiability …, 2011
332011
Deep learning for algorithm portfolios
A Loreggia, Y Malitsky, H Samulowitz, V Saraswat
Thirtieth AAAI Conference on Artificial Intelligence, 2016
292016
Parallel SAT solver selection and scheduling
Y Malitsky, A Sabharwal, H Samulowitz, M Sellmann
International Conference on Principles and Practice of Constraint …, 2012
262012
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
242013
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
242009
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
232016
Evolving instance-specific algorithm configuration
Y Malitsky
Instance-Specific Algorithm Configuration, 93-105, 2014
222014
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
202013
Feature filtering for instance-specific algorithm configuration
C Kroer, Y Malitsky
2011 IEEE 23rd International Conference on Tools with Artificial …, 2011
202011
Features for exploiting black-box optimization problem structure
T Abell, Y Malitsky, K Tierney
International Conference on Learning and Intelligent Optimization, 30-36, 2013
192013
Stochastic offline programming
Y Malitsky, M Sellmann
International Journal on Artificial Intelligence Tools 19 (04), 351-371, 2010
152010
Towards cognitive automation of data science
A Biem, M Butrico, M Feblowitz, T Klinger, Y Malitsky, K Ng, A Perer, ...
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
112015
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