combinatorial optimization

Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method AAAI 2022 FastDOG: Fast Discrete Optimization on GPU CVPR 2022 Faster and Scalable Algorithms for Densest Subgraph and Decomposition NeurIPS 2022 Finding Nontrivial Minimum Fixed Points in Discrete Dynamical Systems: Complexity, Special Case Algorithms and Heuristics AAAI 2022 Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget NeurIPS 2022 From Sampling to Optimization on Discrete Domains with Applications to Determinant Maximization COLT 2022 Game Design for Better Security of Combination Locks AAAI 2022 Generalization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness ICLR 2022 Generalized Stochastic Matching AAAI 2022 Global Optimal K-Medoids Clustering of One Million Samples NeurIPS 2022 Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction NeurIPS 2022 Graph Neural Network Guided Local Search for the Traveling Salesperson Problem ICLR 2022 Handling Slice Permutations Variability in Tensor Recovery AAAI 2022 HEA-D: A Hybrid Evolutionary Algorithm for Diversified Top-k Weight Clique Search Problem IJCAI 2022 Improving Local Search Algorithms via Probabilistic Configuration Checking AAAI 2022 Integer and Constraint Programming Revisited for Mutually Orthogonal Latin Squares (Student Abstract) AAAI 2022 Integrating Machine Learning and Optimization to Boost Decision Making IJCAI 2022 Is There a Strongest Die in a Set of Dice with the Same Mean Pips? AAAI 2022 Kernelized multi-graph matching ACML 2022 k-Pareto Optimality-Based Sorting with Maximization of Choice AISTATS 2022 Large Neighborhood Search with Decision Diagrams IJCAI 2022 Large-Neighbourhood Search for Optimisation in Answer-Set Solving AAAI 2022 Learning Best Combination for Efficient N:M Sparsity NeurIPS 2022 Learning Large DAGs by Combining Continuous Optimization and Feedback Arc Set Heuristics AAAI 2022 Learning Low Degree Hypergraphs COLT 2022