Combinatorial Optimization

Graph Edit Distance Learning via Modeling Optimum Matchings with Constraints IJCAI 2021 Graphical Cake Cutting via Maximin Share IJCAI 2021 Graph Matching with Partially-Correct Seeds JMLR 2021 Group testing and local search: is there a computational-statistical gap? COLT 2021 Group Testing on a Network AAAI 2021 Harmonious Semantic Line Detection via Maximal Weight Clique Selection CVPR 2021 Heuristic Search for Approximating One Matrix in Terms of Another Matrix IJCAI 2021 Higher-order Derivatives of Weighted Finite-state Machines ACL 2021 IA-GM: A Deep Bidirectional Learning Method for Graph Matching AAAI 2021 Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint Programming IJCAI 2021 Improved Algorithms for Allen's Interval Algebra: a Dynamic Programming Approach IJCAI 2021 Improved CP-Based Lagrangian Relaxation Approach with an Application to the TSP IJCAI 2021 Improved Guarantees for Offline Stochastic Matching via new Ordered Contention Resolution Schemes NeurIPS 2021 Improving Maximum k-plex Solver via Second-Order Reduction and Graph Color Bounding AAAI 2021 Individual Fairness in Kidney Exchange Programs AAAI 2021 Instance Specific Approximations for Submodular Maximization ICML 2021 Integrated Optimization of Bipartite Matching and Its Stochastic Behavior: New Formulation and Approximation Algorithm via Min-cost Flow Optimization AAAI 2021 Intervention Efficient Algorithms for Approximate Learning of Causal Graphs ALT 2021 Investigating Methods of Balancing Inequality and Efficiency in Ride Pooling AAAI 2021 Keep Your Distance: Land Division With Separation IJCAI 2021 Keyword-Based Knowledge Graph Exploration Based on Quadratic Group Steiner Trees IJCAI 2021 Lattice partition recovery with dyadic CART NeurIPS 2021 Learning 3-opt heuristics for traveling salesman problem via deep reinforcement learning ACML 2021 Learning Branching Heuristics for Propositional Model Counting AAAI 2021 Learning Interpretable Decision Rule Sets: A Submodular Optimization Approach NeurIPS 2021