Combinatorial Optimization

Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction NeurIPS 2022 Graph-Context Attention Networks for Size-Varied Deep Graph Matching CVPR 2022 Handling Slice Permutations Variability in Tensor Recovery AAAI 2022 HARA: A Hierarchical Approach for Robust Rotation Averaging CVPR 2022 Hardness and Algorithms for Robust and Sparse Optimization ICML 2022 Hardness of Maximum Likelihood Learning of DPPs COLT 2022 HEA-D: A Hybrid Evolutionary Algorithm for Diversified Top-k Weight Clique Search Problem IJCAI 2022 Highly-Efficient Incomplete Large-Scale Multi-View Clustering With Consensus Bipartite Graph CVPR 2022 Improved Approximation Algorithms for Individually Fair Clustering AISTATS 2022 Improved Coresets for Euclidean k-Means NeurIPS 2022 Improved Maximin Guarantees for Subadditive and Fractionally Subadditive Fair Allocation Problem AAAI 2022 Improved Parallel Algorithm for Minimum Cost Submodular Cover Problem COLT 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 Joint Continuous and Discrete Model Selection via Submodularity JMLR 2022 Kernelized multi-graph matching ACML 2022 Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games ICML 2022 k-Pareto Optimality-Based Sorting with Maximization of Choice AISTATS 2022 Large Neighborhood Search with Decision Diagrams IJCAI 2022 Large Neighbourhood Search for Anytime MaxSAT Solving IJCAI 2022 Large-Neighbourhood Search for Optimisation in Answer-Set Solving AAAI 2022 Large-Scale Graph Neural Architecture Search ICML 2022 Lattice-Based Methods Surpass Sum-of-Squares in Clustering COLT 2022 Lazy and Fast Greedy MAP Inference for Determinantal Point Process NeurIPS 2022