combinatorial optimization

A Novel Method to Solve Neural Knapsack Problems ICML 2021 Anytime Heuristic and Monte Carlo Methods for Large-Scale Simultaneous Coalition Structure Generation and Assignment AAAI 2021 Anytime Multi-Agent Path Finding via Large Neighborhood Search IJCAI 2021 Approximate Decomposable Submodular Function Minimization for Cardinality-Based Components NeurIPS 2021 A SAT-based Resolution of Lam's Problem AAAI 2021 Automatic Design of Heuristic Algorithms for Binary Optimization Problems IJCAI 2021 Bandits with Knapsacks beyond the Worst Case NeurIPS 2021 Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances AISTATS 2021 BOSS: A Bi-directional Search Technique for Optimal Coalition Structure Generation with Minimal Overlapping (Student Abstract) AAAI 2021 Cluster Trellis: Data Structures & Algorithms for Exact Inference in Hierarchical Clustering AISTATS 2021 Combinatorial Blocking Bandits with Stochastic Delays ICML 2021 Combinatorial Optimization and Reasoning with Graph Neural Networks IJCAI 2021 Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach NeurIPS 2021 Combinatorial Pure Exploration with Bottleneck Reward Function NeurIPS 2021 Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback AAAI 2021 Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces NeurIPS 2021 Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization AAAI 2021 Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem AAAI 2021 CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints ICML 2021 Competitive Analysis for Two-Level Ski-Rental Problem AAAI 2021 Computational Analyses of the Electoral College: Campaigning Is Hard But Approximately Manageable AAAI 2021 Constraint Logic Programming for Real-World Test Laboratory Scheduling AAAI 2021 Contrastive Losses and Solution Caching for Predict-and-Optimize IJCAI 2021 Decomposable Submodular Function Minimization via Maximum Flow ICML 2021 Deep Graph Matching Under Quadratic Constraint CVPR 2021