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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

LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction ICML 2020
Co-exposure Maximization in Online Social Networks NIPS 2020
Feature Importance Ranking for Deep Learning NIPS 2020
Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs NIPS 2020
Myersonian Regression NIPS 2020
Dynamic Submodular Maximization NIPS 2020
StratLearner: Learning a Strategy for Misinformation Prevention in Social Networks NIPS 2020
Content Provider Dynamics and Coordination in Recommendation Ecosystems NIPS 2020
GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs NIPS 2020
A General Large Neighborhood Search Framework for Solving Integer Linear Programs NIPS 2020
Stable Matchings with Diversity Constraints: Affirmative Action is beyond NP IJCAI 2020
Word-level Textual Adversarial Attacking as Combinatorial Optimization ACL 2020
Participatory Budgeting with Project Interactions IJCAI 2020
Submodular Maximization Through Barrier Functions NIPS 2020
The Adaptive Complexity of Maximizing a Gross Substitutes Valuation NIPS 2020
Mitigating Manipulation in Peer Review via Randomized Reviewer Assignments NIPS 2020
Belief Propagation Neural Networks NIPS 2020
Taming Discrete Integration via the Boon of Dimensionality NIPS 2020
Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning ACML 2020
A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning ACML 2020
Polytime Decomposition of Generalized Submodular Base Polytopes with Efficient Sampling ACML 2020
Robust Multi-Object Matching via Iterative Reweighting of the Graph Connection Laplacian NIPS 2020
Improving Policy-Constrained Kidney Exchange via Pre-Screening NIPS 2020
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing NIPS 2020
Gradient Estimation with Stochastic Softmax Tricks NIPS 2020