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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

A SAT+CAS Approach to Finding Good Matrices: New Examples and Counterexamples AAAI 2019
Election with Bribed Voter Uncertainty: Hardness and Approximation Algorithm AAAI 2019
Efficient Solving of Birds of a Feather Puzzles AAAI 2019
Learning to Order Graph Elements with Application to Multilingual Surface Realization EMNLP 2019
Coverage Centrality Maximization in Undirected Networks AAAI 2019
Learning to Solve NP-Complete Problems: A Graph Neural Network for Decision TSP AAAI 2019
Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization ICML 2019
Exact Combinatorial Optimization with Graph Convolutional Neural Networks NIPS 2019
Faster width-dependent algorithm for mixed packing and covering LPs NIPS 2019
Interlaced Greedy Algorithm for Maximization of Submodular Functions in Nearly Linear Time NIPS 2019
Making the Cut: A Bandit-based Approach to Tiered Interviewing NIPS 2019
A Tree-Based Method for Fast Repeated Sampling of Determinantal Point Processes ICML 2019
Co-training for Policy Learning UAI 2019
Approximation Algorithms for Stochastic Clustering JMLR 2019
Matching with Constraints IJCAI 2019
Profit-driven Task Assignment in Spatial Crowdsourcing IJCAI 2019
BiOWA for Preference Aggregation with Bipolar Scales: Application to Fair Optimization in Combinatorial Domains IJCAI 2019
Integrating Pseudo-Boolean Constraint Reasoning in Multi-Objective Evolutionary Algorithms IJCAI 2019
Athanor: High-Level Local Search Over Abstract Constraint Specifications in Essence IJCAI 2019
Minimizing Time-to-Rank: A Learning and Recommendation Approach IJCAI 2019
Branch-and-Cut-and-Price for Multi-Agent Pathfinding IJCAI 2019
Acquiring Integer Programs from Data IJCAI 2019
Entropy-Penalized Semidefinite Programming IJCAI 2019
Predict+Optimise with Ranking Objectives: Exhaustively Learning Linear Functions IJCAI 2019
Generative Adversarial User Model for Reinforcement Learning Based Recommendation System ICML 2019