Yuri Malitsky
Ph.D. Student
Brown University, Department of Computer Science

About Me
I'm a fifth year PhD student working with Meinolf Sellmann on applying machine learning techniques to improve the performance of combinatorial optimization solvers.

Contact

Email
ynm [at] cs.brown.edu

Mailing Address
Yuri Malitsky
Department of Computer Science
Brown University, Box 1910
115 Waterman St. 4th Floor
Providence, RI 02912

Picture
Awards
Winner of the International SAT Competition 2011. 1st place in both crafted and random category; 7 medals in total (sequential and parallel track) (2011)
Conferences PDF
Instance-Specific Algorithm Configuration as a Method for Non-Model-Based Portfolio Generation. Yuri Malitsky, Meinolf Sellmann. CPAIOR '12: Proceedings of the 9th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems (2012) Download PDF
Feature Filtering for Instance-Specific Algorithm Configuration. Christian Kroer, Yuri Malitsky. ICTAI '11: Proceedings of the 23rd International Conference on Tools with Artificial Intelligence (2011) Download PDF
Algorithm Selection and Scheduling. Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann. CP '11: Proceedings of the 17th International Conference on Principles and Practice of Constraint Programming (2011) Download PDF
Non-Model-Based Algorithm Portfolios for SAT. Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann. SAT '11: Proceedings of the 14th International Conference on Theory and Applications of Satisfiability Testing (2011) Download PDF
ISAC - Instance Specific Algorithm Configuration. Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney. ECAI '10: Proceedings of the 19th European Conference on Artificial Intelligence (2010) Download PDF
Filtering Bounded Knapsack Constraints in Expected Sublinear Time. Yuri Malitsky, Meinolf Sellmann, Radoslaw Szymanek. AAAI '10: Proceedings of the 25th National Conference on Artificial Intelligence (2010) Download PDF
Stochastic Offline Programming. Yuri Malitsky, Meinolf Sellmann. ICTAI '09: Proceedings of the 21st International Conference on Tools with Artificial Intelligence (2009) (nominated for best paper) Download PDF
Backdoors to Combinatorial Optimization: Feasibility and Optimality. Bistra Dilkina, Carla P. Gomes, Yuri Malitsky, Ashish Sabharwal, Meinolf Sellmann. CPAIOR '09: Proceedings of the 6th International Conference on Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems (2009) Download PDF
Length-Lex Bounds Consistency for Knapsack Constraints. Yuri Malitsky, Meinolf Sellmann, Willem-Jan Hoeve. CP '08: Proceedings of the 14th international conference on Principles and Practice of Constraint Programming (2008). Download PDF
Detecting the Community Structures in the Game of Go. Christopher Fellows, Yuri Malitsky, Gregory Wojtaszczyk. IADIS '07: Proceedings of the IADIS European Conference on Data Mining (2007) Download PDF
Exploring GnuGo's evaluation function with a SVM. Christopher Fellows, Yuri Malitsky, Gregory Wojtaszczyk. AAAI '06: Proceedings of the 21st National Conference on Artificial Intelligence - Volume 2 (2006) Download PDF
Journal Articles PDF
Stochastic Offline Programming. Yuri Malitsky and Meinolf Sellmann. IJAIT '10: International Journal on Artificial Intelligence Tools (December 2010) Download PDF