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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

Set-valued prediction in hierarchical classification with constrained representation complexity UAI 2022
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection NIPS 2022
Combinatorial Bayesian optimization with random mapping functions to convex polytopes UAI 2022
LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation ICML 2022
Handling Slice Permutations Variability in Tensor Recovery AAAI 2022
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget NIPS 2022
Computing Diverse Shortest Paths Efficiently: A Theoretical and Experimental Study AAAI 2022
Scalable and Efficient Non-adaptive Deterministic Group Testing NIPS 2022
Faster and Scalable Algorithms for Densest Subgraph and Decomposition NIPS 2022
Kernelized multi-graph matching ACML 2022
DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems NIPS 2022
Approximately EFX Allocations for Indivisible Chores IJCAI 2022
Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation NIPS 2022
Learning to Compare Nodes in Branch and Bound with Graph Neural Networks NIPS 2022
Chromatic Correlation Clustering, Revisited NIPS 2022
Online Learning for Min Sum Set Cover and Pandora’s Box ICML 2022
Deep Cooperation of CDCL and Local Search for SAT (Extended Abstract) IJCAI 2022
Undercover Boolean Matrix Factorization with MaxSAT AAAI 2022
Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem? NIPS 2022
Adiabatic Quantum Computing for Multi Object Tracking CVPR 2022
Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction NIPS 2022
A Combinatorial Perspective on the Optimization of Shallow ReLU Networks NIPS 2022
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel NIPS 2022
Enumerating Nontrivial Knot Mosaics with SAT (Student Abstract) AAAI 2022
Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness NIPS 2022