combinatorial optimization

On Computing Optimal Tree Ensembles ICML 2023 One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction IJCAI 2023 On Lower Bounds for Maximin Share Guarantees IJCAI 2023 On Representing Mixed-Integer Linear Programs by Graph Neural Networks ICLR 2023 Opinion Optimization in Directed Social Networks AAAI 2023 Optimal Anytime Coalition Structure Generation Utilizing Compact Solution Space Representation IJCAI 2023 Optimal LP Rounding and Linear-Time Approximation Algorithms for Clustering Edge-Colored Hypergraphs ICML 2023 Optimal Seat Arrangement: What Are the Hard and Easy Cases? IJCAI 2023 Optimizing over trained GNNs via symmetry breaking NeurIPS 2023 Optimizing Solution-Samplers for Combinatorial Problems: The Landscape of Policy-Gradient Method NeurIPS 2023 Parallel Submodular Function Minimization NeurIPS 2023 Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem AAAI 2023 Policy-Based Self-Competition for Planning Problems ICLR 2023 QuAnt: Quantum Annealing with Learnt Couplings ICLR 2023 Rainbow Cycle Number and EFX Allocations: (Almost) Closing the Gap IJCAI 2023 Randomized and Deterministic Maximin-share Approximations for Fractionally Subadditive Valuations NeurIPS 2023 Recent Developments in Data-Driven Algorithms for Discrete Optimization AAAI 2023 Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective Trajectories AAAI 2023 Resource Sharing through Multi-Round Matchings AAAI 2023 Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization ICML 2023 Revisiting Area Convexity: Faster Box-Simplex Games and Spectrahedral Generalizations NeurIPS 2023 Revisiting Sampling for Combinatorial Optimization ICML 2023 Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems NeurIPS 2023 ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs ICLR 2023 Rolling Horizon Based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time Windows AAAI 2023