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combinatorial optimization

1039 papers

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Also known as

CUCB COP CO

Co-occurring keywords

approximation algorithm (630) graph neural network (3945) multi-armed bandit (1091) regret bound (1918) graph algorithm (177) neural network (6616) reinforcement learning (4122) submodular optimization (261) graph theory (249) discrete optimization (145)

Papers

On Minimizing the Number of Running Buffers for Tabletop Rearrangement RSS 2021
Unconstrained MAP Inference, Exponentiated Determinantal Point Processes, and Exponential Inapproximability AISTATS 2021
Maximizing Agreements for Ranking, Clustering and Hierarchical Clustering via MAX-CUT AISTATS 2021
Adaptive Sampling for Fast Constrained Maximization of Submodular Functions AISTATS 2021
Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances AISTATS 2021
Decomposable Submodular Function Minimization via Maximum Flow ICML 2021
CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints ICML 2021
Pure Exploration and Regret Minimization in Matching Bandits ICML 2021
Submodular Maximization subject to a Knapsack Constraint: Combinatorial Algorithms with Near-optimal Adaptive Complexity ICML 2021
The Power of Adaptivity for Stochastic Submodular Cover ICML 2021
Local Correlation Clustering with Asymmetric Classification Errors ICML 2021
Efficient Message Passing for 0–1 ILPs with Binary Decision Diagrams ICML 2021
Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning ICML 2021
Structured Convolutional Kernel Networks for Airline Crew Scheduling ICML 2021
Faster Guarantees of Evolutionary Algorithms for Maximization of Monotone Submodular Functions IJCAI 2021
Anytime Multi-Agent Path Finding via Large Neighborhood Search IJCAI 2021
End-to-End Constrained Optimization Learning: A Survey IJCAI 2021
Abstract Cores in Implicit Hitting Set MaxSat Solving (Extended Abstract) IJCAI 2021
Improved CP-Based Lagrangian Relaxation Approach with an Application to the TSP IJCAI 2021
Graph Edit Distance Learning via Modeling Optimum Matchings with Constraints IJCAI 2021
Combinatorial Optimization and Reasoning with Graph Neural Networks IJCAI 2021
Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams IJCAI 2021
Parameterized Complexity of Small Decision Tree Learning AAAI 2021
Mercer Features for Efficient Combinatorial Bayesian Optimization AAAI 2021
Learning Branching Heuristics for Propositional Model Counting AAAI 2021