Yuri Malitsky

Publication Activity (10 Years)

Years Active: 2006-2016
Publications (10 Years): 5

Top Topics

Nearest Neighborhood

Tuning Parameters

Top Venues

Publications

Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren
ASlib: A benchmark library for algorithm selection. Artif. Intell. 237 (2016)
Andrea Loreggia, Yuri Malitsky, Horst Samulowitz, Vijay A. Saraswat
Deep Learning for Algorithm Portfolios. AAAI (2016)
Giovanni Di Liberto, Serdar Kadioglu, Kevin Leo, Yuri Malitsky
DASH: Dynamic Approach for Switching Heuristics. Eur. J. Oper. Res. 248 (3) (2016)
Yuri Malitsky, Marius Merschformann, Barry O'Sullivan, Kevin Tierney
Structure-Preserving Instance Generation. LION (2016)
Carlos Ansótegui, Joel Gabàs, Yuri Malitsky, Meinolf Sellmann
MaxSAT by improved instance-specific algorithm configuration. Artif. Intell. 235 (2016)
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
Reports from the 2015 AAAI Workshop Program. AI Mag. 36 (2) (2015)
Carlos Ansótegui, Yuri Malitsky, Horst Samulowitz, Meinolf Sellmann, Kevin Tierney
Model-Based Genetic Algorithms for Algorithm Configuration. IJCAI (2015)
Bernd Bischl, Pascal Kerschke, Lars Kotthoff, Marius Lindauer, Yuri Malitsky, Alexandre Fréchette, Holger H. Hoos, Frank Hutter, Kevin Leyton-Brown, Kevin Tierney, Joaquin Vanschoren
ASlib: A Benchmark Library for Algorithm Selection. CoRR (2015)
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
Towards Cognitive Automation of Data Science. AAAI (2015)
Yuri Malitsky
Instance-specific algorithm configuration. Constraints An Int. J. 20 (4) (2015)
Tadhg Fitzgerald, Yuri Malitsky, Barry O'Sullivan
ReACTR: Realtime Algorithm Configuration through Tournament Rankings. IJCAI (2015)
Kevin Tierney, Yuri Malitsky
An Algorithm Selection Benchmark of the Container Pre-marshalling Problem. LION (2015)
Yuri Malitsky, Barry O'Sullivan, Alessandro Previti, João Marques-Silva
Timeout-Sensitive Portfolio Approach to Enumerating Minimal Correction Subsets for Satisfiability Problems. ECAI (2014)
Barry Hurley, Lars Kotthoff, Yuri Malitsky, Barry O'Sullivan
Proteus: A Hierarchical Portfolio of Solvers and Transformations. CPAIOR (2014)
Tadhg Fitzgerald, Barry O'Sullivan, Yuri Malitsky, Kevin Tierney
Online Search Algorithm Configuration. AAAI (2014)
Barry Hurley, Serdar Kadioglu, Yuri Malitsky, Barry O'Sullivan
Transformation-based Feature Computation for Algorithm Portfolios. CoRR (2014)
Daniel Geschwender, Frank Hutter, Lars Kotthoff, Yuri Malitsky, Holger H. Hoos, Kevin Leyton-Brown
Algorithm Configuration in the Cloud: A Feasibility Study. LION (2014)
Yuri Malitsky, Barry O'Sullivan
Latent Features for Algorithm Selection. SOCS (2014)
Yuri Malitsky, Barry O'Sullivan, Alessandro Previti, João Marques-Silva
A Portfolio Approach to Enumerating Minimal Correction Subsets for Satisfiability Problems. CPAIOR (2014)
Tadhg Fitzgerald, Yuri Malitsky, Barry O'Sullivan, Kevin Tierney
ReACT: Real-Time Algorithm Configuration through Tournaments. SOCS (2014)
Carlos Ansótegui, Yuri Malitsky, Meinolf Sellmann
MaxSAT by Improved Instance-Specific Algorithm Configuration. AAAI (2014)
Giovanni Di Liberto, Serdar Kadioglu, Kevin Leo, Yuri Malitsky
DASH: Dynamic Approach for Switching Heuristics. CoRR (2013)
Barry Hurley, Lars Kotthoff, Yuri Malitsky, Barry O'Sullivan
Proteus: A Hierarchical Portfolio of Solvers and Transformations. CoRR (2013)
Tinus Abell, Yuri Malitsky, Kevin Tierney
Features for Exploiting Black-Box Optimization Problem Structure. LION (2013)
Deepak Mehta, Barry O'Sullivan, Lars Kotthoff, Yuri Malitsky
Lazy Branching for Constraint Satisfaction. ICTAI (2013)
Yuri Malitsky, Deepak Mehta, Barry O'Sullivan, Helmut Simonis
Tuning Parameters of Large Neighborhood Search for the Machine Reassignment Problem. CPAIOR (2013)
Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
Boosting Sequential Solver Portfolios: Knowledge Sharing and Accuracy Prediction. LION (2013)
Yuri Malitsky, Deepak Mehta, Barry O'Sullivan
Evolving Instance Specific Algorithm Configuration. SOCS (2013)
Marco Collautti, Yuri Malitsky, Deepak Mehta, Barry O'Sullivan
SNNAP: Solver-Based Nearest Neighbor for Algorithm Portfolios. ECML/PKDD (3) (2013)
Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
Algorithm Portfolios Based on Cost-Sensitive Hierarchical Clustering. IJCAI (2013)
Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
Parallel SAT Solver Selection and Scheduling. CP (2012)
Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann
Non-Model-Based Search Guidance for Set Partitioning Problems. AAAI (2012)
Yuri Malitsky, Meinolf Sellmann
Instance-Specific Algorithm Configuration as a Method for Non-Model-Based Portfolio Generation. CPAIOR (2012)
Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
Algorithm Selection and Scheduling. CP (2011)
Christian Kroer, Yuri Malitsky
Feature Filtering for Instance-Specific Algorithm Configuration. ICTAI (2011)
Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
Non-Model-Based Algorithm Portfolios for SAT. SAT (2011)
Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney
ISAC - Instance-Specific Algorithm Configuration. ECAI (2010)
Yuri Malitsky, Meinolf Sellmann
Stochastic Offline Programming. Int. J. Artif. Intell. Tools 19 (4) (2010)
Yuri Malitsky, Meinolf Sellmann, Radoslaw Szymanek
Filtering Bounded Knapsack Constraints in Expected Sublinear Time. AAAI (2010)
Yuri Malitsky, Meinolf Sellmann
Stochastic Offline Programming. ICTAI (2009)
Bistra Dilkina, Carla P. Gomes, Yuri Malitsky, Ashish Sabharwal, Meinolf Sellmann
Backdoors to Combinatorial Optimization: Feasibility and Optimality. CPAIOR (2009)
Yuri Malitsky, Meinolf Sellmann, Willem Jan van Hoeve
Length-Lex Bounds Consistency for Knapsack Constraints. CP (2008)
Christopher Fellows, Yuri Malitsky, Gregory Wojtaszczyk
Exploring GnuGo's Evaluation Function with a SVM. AAAI (2006)