Combinatorial Optimization

Automatic Construction of Parallel Portfolios via Explicit Instance Grouping AAAI 2019 Average Case Column Subset Selection for Entrywise ℓ_1-Norm Loss NeurIPS 2019 Balanced Ranking with Diversity Constraints IJCAI 2019 Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design AISTATS 2019 Batch-Size Independent Regret Bounds for the Combinatorial Multi-Armed Bandit Problem COLT 2019 Be Greedy: How Chromatic Number meets Regret Minimization in Graph Bandits UAI 2019 Best Answers over Incomplete Data : Complexity and First-Order Rewritings IJCAI 2019 Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio ICML 2019 BiOWA for Preference Aggregation with Bipolar Scales: Application to Fair Optimization in Combinatorial Domains IJCAI 2019 Branch-and-Cut-and-Price for Multi-Agent Pathfinding IJCAI 2019 Cascading Linear Submodular Bandits: Accounting for Position Bias and Diversity in Online Learning to Rank UAI 2019 Clairvoyant Restarts in Branch-and-Bound Search Using Online Tree-Size Estimation AAAI 2019 Clause Learning and New Bounds for Graph Coloring IJCAI 2019 Combinatorial Algorithms for Optimal Design COLT 2019 Combinatorial Bayesian Optimization using the Graph Cartesian Product NeurIPS 2019 Combinatorial Persistency Criteria for Multicut and Max-Cut CVPR 2019 Complete Search for Feature Selection in Decision Trees JMLR 2019 Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm ICML 2019 Computational Aspects of Equilibria in Discrete Preference Games IJCAI 2019 Computational Intractability and Solvability for the Birds of a Feather Game AAAI 2019 Computation Efficient Coded Linear Transform AISTATS 2019 Computer Generation of Birds of a Feather Puzzles AAAI 2019 Computing the Yolk in Spatial Voting Games without Computing Median Lines AAAI 2019 Conditions for Avoiding Node Re-expansions in Bounded Suboptimal Search IJCAI 2019 Constraint-based Learning of Phonological Processes EMNLP 2019