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

Approximating a RUM from Distributions on $k$-Slates AISTATS 2023

Constraint Solving Approaches to the Business-to-Business Meeting Scheduling Problem (Extended Abstract) IJCAI 2023

Faster Discrete Convex Function Minimization with Predictions: The M-Convex Case NIPS 2023

BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization NIPS 2023

Efficient and Equitable Deployment of Mobile Vaccine Distribution Centers IJCAI 2023

Opinion Optimization in Directed Social Networks AAAI 2023

The Parameterized Complexity of Network Microaggregation AAAI 2023

D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching ICML 2023

Rolling Horizon Based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time Windows AAAI 2023

Variational Annealing on Graphs for Combinatorial Optimization NIPS 2023

A Framework to Design Approximation Algorithms for Finding Diverse Solutions in Combinatorial Problems AAAI 2023

Learning to Configure Separators in Branch-and-Cut NIPS 2023

A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability NIPS 2023

Parallel Submodular Function Minimization NIPS 2023

An Improved Approximation Algorithm for Wage Determination and Online Task Allocation in Crowd-Sourcing AAAI 2023

DevFormer: A Symmetric Transformer for Context-Aware Device Placement ICML 2023

Finding Support Examples for In-Context Learning EMNLP 2023

Learning to Break Symmetries for Efficient Optimization in Answer Set Programming AAAI 2023

Lo-Hi: Practical ML Drug Discovery Benchmark NIPS 2023

Approximately Optimal Core Shapes for Tensor Decompositions ICML 2023

Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design EMNLP 2023

Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking ACML 2023

Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization NIPS 2023

Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty AAAI 2023

Combinatorial Optimization and Reasoning with Graph Neural Networks JMLR 2023