Yuri Malitsky

According to our database, Yuri Malitsky authored at least 42 papers between 2006 and 2016.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2016

Advanced Portfolio Techniques.

Barry Hurley, Lars Kotthoff, Yuri Malitsky, Deepak Mehta, Barry O'Sullivan

Proceedings of the Data Mining and Constraint Programming, 2016

DASH: Dynamic Approach for Switching Heuristics.

Giovanni M. Di Liberto, Serdar Kadioglu, Kevin Leo, Yuri Malitsky

Eur. J. Oper. Res., 2016

ASlib: A benchmark library for algorithm selection.

Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren

Artif. Intell., 2016

MaxSAT by improved instance-specific algorithm configuration.

Carlos Ansótegui, Joel Gabàs, Yuri Malitsky, Meinolf Sellmann

Artif. Intell., 2016

Structure-Preserving Instance Generation.

Yuri Malitsky, Marius Merschformann, Barry O'Sullivan, Kevin Tierney

Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016

Deep Learning for Algorithm Portfolios.

Andrea Loreggia, Yuri Malitsky, Horst Samulowitz, Vijay A. Saraswat

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Instance-specific algorithm configuration.

Yuri Malitsky

Constraints An Int. J., 2015

Reports from the 2015 AAAI Workshop Program.

Stefano V. Albrecht, J. Christopher Beck, David L. Buckeridge, Adi Botea, Cornelia Caragea, Chi-Hung Chi, Theodoros Damoulas, Bistra Dilkina, Eric Eaton, Pooyan Fazli, Sam Ganzfried, Marius Lindauer, Marlos C. Machado, Yuri Malitsky, Gary Marcus, Sebastiaan A. Meijer, Francesca Rossi, Arash Shaban-Nejad, Sylvie Thiébaux, Manuela M. Veloso, Toby Walsh, Can Wang, Jie Zhang, Yu Zheng

AI Mag., 2015

An Algorithm Selection Benchmark of the Container Pre-marshalling Problem.

Kevin Tierney, Yuri Malitsky

Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015

ReACTR: Realtime Algorithm Configuration through Tournament Rankings.

Tadhg Fitzgerald, Yuri Malitsky, Barry O'Sullivan

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Model-Based Genetic Algorithms for Algorithm Configuration.

Carlos Ansótegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Towards Cognitive Automation of Data Science.

Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby M. Sow, Gerald Tesauro, Deepak S. Turaga

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Transformation-based Feature Computation for Algorithm Portfolios.

Barry Hurley, Serdar Kadioglu, Yuri Malitsky, Barry O'Sullivan

CoRR, 2014

Latent Features for Algorithm Selection.

Yuri Malitsky, Barry O'Sullivan

Proceedings of the Seventh Annual Symposium on Combinatorial Search, 2014

ReACT: Real-Time Algorithm Configuration through Tournaments.

Tadhg Fitzgerald, Yuri Malitsky, Barry O'Sullivan, Kevin Tierney

Proceedings of the Seventh Annual Symposium on Combinatorial Search, 2014

Algorithm Configuration in the Cloud: A Feasibility Study.

Daniel Geschwender, Frank Hutter, Lars Kotthoff, Yuri Malitsky, Holger H. Hoos, Kevin Leyton-Brown

Proceedings of the Learning and Intelligent Optimization, 2014

Timeout-Sensitive Portfolio Approach to Enumerating Minimal Correction Subsets for Satisfiability Problems.

Yuri Malitsky, Barry O'Sullivan, Alessandro Previti, João Marques-Silva

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

A Portfolio Approach to Enumerating Minimal Correction Subsets for Satisfiability Problems.

Yuri Malitsky, Barry O'Sullivan, Alessandro Previti, João Marques-Silva

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014

Proteus: A Hierarchical Portfolio of Solvers and Transformations.

Barry Hurley, Lars Kotthoff, Yuri Malitsky, Barry O'Sullivan

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2014

Online Search Algorithm Configuration.

Tadhg Fitzgerald, Barry O'Sullivan, Yuri Malitsky, Kevin Tierney

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

MaxSAT by Improved Instance-Specific Algorithm Configuration.

Carlos Ansótegui, Yuri Malitsky, Meinolf Sellmann

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Instance-Specific Algorithm Configuration

Yuri Malitsky

Springer, ISBN: 978-3-319-11230-5, 2014

2013

Evolving Instance Specific Algorithm Configuration.

Yuri Malitsky, Deepak Mehta, Barry O'Sullivan

Proceedings of the Sixth Annual Symposium on Combinatorial Search, 2013

SNNAP: Solver-Based Nearest Neighbor for Algorithm Portfolios.

Marco Collautti, Yuri Malitsky, Deepak Mehta, Barry O'Sullivan

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Boosting Sequential Solver Portfolios: Knowledge Sharing and Accuracy Prediction.

Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Features for Exploiting Black-Box Optimization Problem Structure.

Tinus Abell, Yuri Malitsky, Kevin Tierney

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering.

Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the IJCAI 2013, 2013

Lazy Branching for Constraint Satisfaction.

Deepak Mehta, Barry O'Sullivan, Lars Kotthoff, Yuri Malitsky

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Tuning Parameters of Large Neighborhood Search for the Machine Reassignment Problem.

Yuri Malitsky, Deepak Mehta, Barry O'Sullivan, Helmut Simonis

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2013

2012

Instance-Specific Algorithm Configuration.

Yuri Malitsky

PhD thesis, 2012

Instance-Specific Algorithm Configuration as a Method for Non-Model-Based Portfolio Generation.

Yuri Malitsky, Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Contraint Programming for Combinatorial Optimzation Problems, 2012

Parallel SAT Solver Selection and Scheduling.

Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2012

Non-Model-Based Search Guidance for Set Partitioning Problems.

Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Non-Model-Based Algorithm Portfolios for SAT.

Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2011, 2011

Feature Filtering for Instance-Specific Algorithm Configuration.

Christian Kroer, Yuri Malitsky

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Algorithm Selection and Scheduling.

Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011

2010

Stochastic Offline Programming.

Yuri Malitsky, Meinolf Sellmann

Int. J. Artif. Intell. Tools, 2010

ISAC - Instance-Specific Algorithm Configuration.

Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney

Proceedings of the ECAI 2010, 2010

Filtering Bounded Knapsack Constraints in Expected Sublinear Time.

Yuri Malitsky, Meinolf Sellmann, Radoslaw Szymanek

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Backdoors to Combinatorial Optimization: Feasibility and Optimality.

Bistra Dilkina, Carla P. Gomes, Yuri Malitsky, Ashish Sabharwal, Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2009

2008

Length-Lex Bounds Consistency for Knapsack Constraints.

Yuri Malitsky, Meinolf Sellmann, Willem Jan van Hoeve

Proceedings of the Principles and Practice of Constraint Programming, 2008

2006

Exploring GnuGo's Evaluation Function with a SVM.

Christopher Fellows, Yuri Malitsky, Gregory Wojtaszczyk

Proceedings of the Proceedings, 2006