Combinatorial Optimization

Further Adaptive Best-of-Both-Worlds Algorithm for Combinatorial Semi-Bandits AISTATS 2023 Generalize Learned Heuristics to Solve Large-scale Vehicle Routing Problems in Real-time ICLR 2023 Geometric Barriers for Stable and Online Algorithms for Discrepancy Minimization COLT 2023 Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation JMLR 2023 Globally solving the Gromov-Wasserstein problem for point clouds in low dimensional Euclidean spaces NeurIPS 2023 GNN&GBDT-Guided Fast Optimizing Framework for Large-scale Integer Programming ICML 2023 Graph-based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems ICLR 2023 Greed is good: correspondence recovery for unlabeled linear regression UAI 2023 Group Fairness in Set Packing Problems IJCAI 2023 Group Sparse Optimal Transport for Sparse Process Flexibility Design IJCAI 2023 How Do You Want Your Greedy: Simultaneous or Repeated? JMLR 2023 How to Cut a Discrete Cake Fairly AAAI 2023 H-TSP: Hierarchically Solving the Large-Scale Traveling Salesman Problem AAAI 2023 Hybrid Learning with New Value Function for the Maximum Common Induced Subgraph Problem AAAI 2023 Identifying and Eliminating Majority Illusion in Social Networks AAAI 2023 Improved Algorithms for Maximum Satisfiability and Its Special Cases AAAI 2023 IMPsys: An Intelligent Mold Processing System for Smart Factory IJCAI 2023 INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models EMNLP 2023 In Which Graph Structures Can We Efficiently Find Temporally Disjoint Paths and Walks? IJCAI 2023 Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty AAAI 2023 Is Planted Coloring Easier than Planted Clique? COLT 2023 Kajibuntan: A House Chore Division App AAAI 2023 Kissing to Find a Match: Efficient Low-Rank Permutation Representation NeurIPS 2023 K∗ Search over Orbit Space for Top-k Planning IJCAI 2023 Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information NeurIPS 2023