Combinatorial Optimization

Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction AAAI 2019 HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching ICCV 2019 Hiring Under Uncertainty ICML 2019 How Similar Are Two Elections? AAAI 2019 How to Tame Your Anticipatory Algorithm IJCAI 2019 Improved Heuristics for Multi-Agent Path Finding with Conflict-Based Search IJCAI 2019 Integrating Pseudo-Boolean Constraint Reasoning in Multi-Objective Evolutionary Algorithms IJCAI 2019 Interlaced Greedy Algorithm for Maximization of Submodular Functions in Nearly Linear Time NeurIPS 2019 Iterative Budgeted Exponential Search IJCAI 2019 K-Core Maximization: An Edge Addition Approach IJCAI 2019 KerGM: Kernelized Graph Matching NeurIPS 2019 Knowledge Refinement via Rule Selection AAAI 2019 Leadership in Congestion Games: Multiple User Classes and Non-Singleton Actions IJCAI 2019 Learning and Data Selection in Big Datasets ICML 2019 Learning Erdos-Renyi Random Graphs via Edge Detecting Queries NeurIPS 2019 Learning Non-Uniform Hypergraph for Multi-Object Tracking AAAI 2019 Learning Optimal Classification Trees Using a Binary Linear Program Formulation AAAI 2019 Learning Optimized Risk Scores JMLR 2019 Learning to Order Graph Elements with Application to Multilingual Surface Realization EMNLP 2019 Learning to Screen NeurIPS 2019 Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP AAAI 2019 Local Search with Efficient Automatic Configuration for Minimum Vertex Cover IJCAI 2019 Long-Distance Dependencies Don’t Have to Be Long: Simplifying through Provably (Approximately) Optimal Permutations ACL 2019 Lower Bounds for Parallel and Randomized Convex Optimization COLT 2019 Low-Rank Semidefinite Programming for the MAX2SAT Problem AAAI 2019