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Combinatorial Optimization

2,409 papers

Papers per year

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67
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Papers

Online Algorithms for the Santa Claus Problem NIPS 2022
Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction NIPS 2022
Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation NIPS 2022
ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift NIPS 2022
Learning to Compare Nodes in Branch and Bound with Graph Neural Networks NIPS 2022
Pushing the limits of fairness impossibility: Who's the fairest of them all? NIPS 2022
Optimistic Tree Searches for Combinatorial Black-Box Optimization NIPS 2022
Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts NIPS 2022
A Unified Framework for Deep Symbolic Regression NIPS 2022
Recruitment Strategies That Take a Chance NIPS 2022
The Query Complexity of Cake Cutting NIPS 2022
Error Correction Code Transformer NIPS 2022
Handling Slice Permutations Variability in Tensor Recovery AAAI 2022
Undercover Boolean Matrix Factorization with MaxSAT AAAI 2022
Certified Symmetry and Dominance Breaking for Combinatorial Optimisation AAAI 2022
Faster Algorithms for Weak Backdoors AAAI 2022
A Divide and Conquer Algorithm for Predict+Optimize with Non-convex Problems AAAI 2022
Computing Diverse Shortest Paths Efficiently: A Theoretical and Experimental Study AAAI 2022
Finding Backdoors to Integer Programs: A Monte Carlo Tree Search Framework AAAI 2022
The SoftCumulative Constraint with Quadratic Penalty AAAI 2022
Efficient Vertex-Oriented Polytopic Projection for Web-Scale Applications AAAI 2022
A Variant of Concurrent Constraint Programming on GPU AAAI 2022
Real-Time Driver-Request Assignment in Ridesourcing AAAI 2022
Encoding Multi-Valued Decision Diagram Constraints as Binary Constraint Trees AAAI 2022
Two Compacted Models for Efficient Model-Based Diagnosis AAAI 2022