combinatorial optimization

Optimal Kidney Exchange with Immunosuppressants AAAI 2021 Parameterized Complexity of Small Decision Tree Learning AAAI 2021 Practical Massively Parallel Monte-Carlo Tree Search Applied to Molecular Design ICLR 2021 PROPm Allocations of Indivisible Goods to Multiple Agents IJCAI 2021 Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size AAAI 2021 Pure Exploration and Regret Minimization in Matching Bandits ICML 2021 Q-Match: Iterative Shape Matching via Quantum Annealing ICCV 2021 Randomized Algorithms for Submodular Function Maximization with a k-System Constraint ICML 2021 Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering ICML 2021 Rationales for Sequential Predictions EMNLP 2021 Rearrangement on Lattices with Swaps: Optimality Structures and Efficient Algorithms RSS 2021 Reformulating DOVER-Lap Label Mapping as a Graph Partitioning Problem Interspeech 2021 Regularized Submodular Maximization at Scale ICML 2021 Reinforcement Learning Enhanced Explainer for Graph Neural Networks NeurIPS 2021 Reinforcement Learning for Route Optimization with Robustness Guarantees IJCAI 2021 Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes NeurIPS 2021 Sample Selection for Fair and Robust Training NeurIPS 2021 Simple combinatorial algorithms for combinatorial bandits: corruptions and approximations UAI 2021 Structured Convolutional Kernel Networks for Airline Crew Scheduling ICML 2021 Submodular Maximization subject to a Knapsack Constraint: Combinatorial Algorithms with Near-optimal Adaptive Complexity ICML 2021 Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding NeurIPS 2021 Symmetric Component Caching for Model Counting on Combinatorial Instances AAAI 2021 The Hardness Analysis of Thompson Sampling for Combinatorial Semi-bandits with Greedy Oracle NeurIPS 2021 The Power of Adaptivity for Stochastic Submodular Cover ICML 2021 Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams IJCAI 2021