Combinatorial Optimization

Kidney Exchange with Inhomogeneous Edge Existence Uncertainty UAI 2020 Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach EMNLP 2020 LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments ICML 2020 Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning ACML 2020 Learning Combinatorial Solver for Graph Matching CVPR 2020 Learning decomposable models by coarsening PGM 2020 Learning for Graph Matching and Related Combinatorial Optimization Problems IJCAI 2020 Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation AAAI 2020 Learning Optimal Decision Trees Using Caching Branch-and-Bound Search AAAI 2020 Learning Optimal Decision Trees using Constraint Programming (Extended Abstract) IJCAI 2020 Learning Quadratic Games on Networks ICML 2020 Learning solutions to hybrid control problems using Benders cuts L4DC 2020 Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising IJCAI 2020 Learning to Optimize Variational Quantum Circuits to Solve Combinatorial Problems AAAI 2020 Learning to Select Base Classes for Few-Shot Classification CVPR 2020 Lifted Disjoint Paths with Application in Multiple Object Tracking ICML 2020 Lifted Fact-Alternating Mutex Groups and Pruned Grounding of Classical Planning Problems AAAI 2020 Linear-Sample Learning of Low-Rank Distributions NeurIPS 2020 Local Search with Dynamic-Threshold Configuration Checking and Incremental Neighborhood Updating for Maximum k-plex Problem AAAI 2020 Lower Bounds and Faster Algorithms for Equality Constraints IJCAI 2020 Lower Bounds for Approximate Knowledge Compilation IJCAI 2020 LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction ICML 2020 Manipulating Districts to Win Elections: Fine-Grained Complexity AAAI 2020 Maximizing the Spread of an Opinion in Few Steps: Opinion Diffusion in Non-Binary Networks IJCAI 2020 Maximum Nash Welfare and Other Stories About EFX IJCAI 2020