Combinatorial Optimization

Finding Minimum-Weight Link-Disjoint Paths with a Few Common Nodes AAAI 2020 Finding Most Compatible Phylogenetic Trees over Multi-State Characters AAAI 2020 Flow-Based Network Creation Games IJCAI 2020 From Support Propagation to Belief Propagation in Constraint Programming (Extended Abstract) IJCAI 2020 Fully Dynamic Algorithm for Constrained Submodular Optimization NeurIPS 2020 GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs NeurIPS 2020 Generalized Planning with Positive and Negative Examples AAAI 2020 Global Greedy Dependency Parsing AAAI 2020 GOBNILP: Learning Bayesian network structure with integer programming PGM 2020 Gradient Method for Continuous Influence Maximization with Budget-Saving Considerations AAAI 2020 Graduated Assignment for Joint Multi-Graph Matching and Clustering with Application to Unsupervised Graph Matching Network Learning NeurIPS 2020 Guarantees of Stochastic Greedy Algorithms for Non-monotone Submodular Maximization with Cardinality Constraint AISTATS 2020 Hard Examples for Common Variable Decision Heuristics AAAI 2020 Hierarchical Clustering: A 0.585 Revenue Approximation COLT 2020 High Dimensional Discrete Integration over the Hypergrid UAI 2020 Hybrid Models for Learning to Branch NeurIPS 2020 Idle Time Optimization for Target Assignment and Path Finding in Sortation Centers AAAI 2020 Improved Algorithms for Online Submodular Maximization via First-order Regret Bounds NeurIPS 2020 Improved Filtering for the Euclidean Traveling Salesperson Problem in CLP(FD) AAAI 2020 Improving Efficiency of Volunteer-Based Food Rescue Operations AAAI 2020 Incentive-Compatible Diffusion Auctions IJCAI 2020 Individual-Based Stability in Hedonic Diversity Games AAAI 2020 IPBoost – Non-Convex Boosting via Integer Programming ICML 2020 Justifying All Differences Using Pseudo-Boolean Reasoning AAAI 2020 Kernels over Sets of Finite Sets using RKHS Embeddings, with Application to Bayesian (Combinatorial) Optimization AISTATS 2020