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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

Finding Options that Minimize Planning Time ICML 2019
On the Problem of Assigning PhD Grants IJCAI 2019
Greed is Still Good: Maximizing Monotone Submodular+Supermodular (BP) Functions ICML 2018
Safe Element Screening for Submodular Function Minimization ICML 2018
Boosting Combinatorial Problem Modeling with Machine Learning IJCAI 2018
Solving Patrolling Problems in the Internet Environment IJCAI 2018
A Framework for Constraint Based Local Search using Essence IJCAI 2018
Constrained Coalition Formation on Valuation Structures: Formal Framework, Applications, and Islands of Tractability (Extended Abstract) IJCAI 2018
A Scalable Scheme for Counting Linear Extensions IJCAI 2018
Adaptive Group Testing Algorithms to Estimate the Number of Defectives ALT 2018
Efficient Projection onto the Perfect Phylogeny Model NIPS 2018
A Fast Algorithm for Generalized Arc Consistency of the Alldifferent Constraint IJCAI 2018
Neural Networks for Predicting Algorithm Runtime Distributions IJCAI 2018
Combinatorial Cost Sharing IJCAI 2018
Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems ACML 2018
Reinforcement Learning for Solving the Vehicle Routing Problem NIPS 2018
Experimental Design for Cost-Aware Learning of Causal Graphs NIPS 2018
Combinatorial Preconditioners for Proximal Algorithms on Graphs AISTATS 2018
Learning Optimal Causal Graphs with Exact Search PGM 2018
Deep Learning of Graph Matching CVPR 2018
Learning to Round for Discrete Labeling Problems AISTATS 2018
Online Learning of Combinatorial Objects via Extended Formulation ALT 2018
Passive Static Equilibrium with Frictional Contacts and Application to Grasp Stability Analysis RSS 2018
Markov Random Field MAP as Set Partitioning PGM 2018
Solving (Weighted) Partial MaxSAT by Dynamic Local Search for SAT IJCAI 2018