combinatorial optimization

Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming AAAI 2023 Improved Algorithms for Maximum Satisfiability and Its Special Cases AAAI 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 Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information NeurIPS 2023 Large-State Reinforcement Learning for Hyper-Heuristics AAAI 2023 Learning to Break Symmetries for Efficient Optimization in Answer Set Programming AAAI 2023 Learning to Configure Separators in Branch-and-Cut NeurIPS 2023 Learning To Dive In Branch And Bound NeurIPS 2023 Learning to Generate Columns with Application to Vertex Coloring ICLR 2023 Let the Flows Tell: Solving Graph Combinatorial Problems with GFlowNets NeurIPS 2023 Linear Time Algorithms for k-means with Multi-Swap Local Search NeurIPS 2023 Lo-Hi: Practical ML Drug Discovery Benchmark NeurIPS 2023 MAG-GNN: Reinforcement Learning Boosted Graph Neural Network NeurIPS 2023 Matchings under One-Sided Preferences with Soft Quotas IJCAI 2023 Maximization of Minimum Weighted Hamming Distance between Set Pairs ACML 2023 Maximizing the Probability of Fixation in the Positional Voter Model AAAI 2023 Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization ICML 2023 Minimizing Reachability Times on Temporal Graphs via Shifting Labels IJCAI 2023 Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design EMNLP 2023 Nearly-Optimal Hierarchical Clustering for Well-Clustered Graphs ICML 2023 Nested Elimination: A Simple Algorithm for Best-Item Identification From Choice-Based Feedback ICML 2023 Neural Simulated Annealing AISTATS 2023 Nonstochastic Contextual Combinatorial Bandits AISTATS 2023 NuWLS: Improving Local Search for (Weighted) Partial MaxSAT by New Weighting Techniques AAAI 2023