Combinatorial Optimization

Constraint-Based Scheduling with Complex Setup Operations: An Iterative Two-Layer Approach IJCAI 2019 Constraint-Based Sequential Pattern Mining with Decision Diagrams AAAI 2019 Constraint Programming for Mining Borders of Frequent Itemsets IJCAI 2019 Constraint Solving and Optimization Using Evolutionary Techniques IJCAI 2019 Correlation clustering with local objectives NeurIPS 2019 Counting and Sampling Markov Equivalent Directed Acyclic Graphs AAAI 2019 Counting Complexity for Reasoning in Abstract Argumentation AAAI 2019 Counting the Optimal Solutions in Graphical Models NeurIPS 2019 Coverage Centrality Maximization in Undirected Networks AAAI 2019 Differentially Private Online Submodular Minimization AISTATS 2019 Dimensionality Reduction for Tukey Regression ICML 2019 Disagreement-Based Combinatorial Pure Exploration: Sample Complexity Bounds and an Efficient Algorithm COLT 2019 Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms IJCAI 2019 Distributed Weighted Matching via Randomized Composable Coresets ICML 2019 Dual Entangled Polynomial Code: Three-Dimensional Coding for Distributed Matrix Multiplication ICML 2019 Efficient Algorithms for Optimal Perimeter Guarding RSS 2019 Election with Bribed Voter Uncertainty: Hardness and Approximation Algorithm AAAI 2019 Emergency Department Online Patient-Caregiver Scheduling AAAI 2019 End-To-End Efficient Representation Learning via Cascading Combinatorial Optimization CVPR 2019 Enriching Non-Parametric Bidirectional Search Algorithms AAAI 2019 Entropy-Penalized Semidefinite Programming IJCAI 2019 Enumerating Potential Maximal Cliques via SAT and ASP IJCAI 2019 Equitable Stable Matchings in Quadratic Time NeurIPS 2019 Exact Bernoulli Scan Statistics using Binary Decision Diagrams IJCAI 2019 Exact Combinatorial Optimization with Graph Convolutional Neural Networks NeurIPS 2019