← Keywords

combinatorial optimization

1039 papers

Explore in graph

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

Rethinking Warm-Starts with Predictions: Learning Predictions Close to Sets of Optimal Solutions for Faster $\text{L}$-/$\text{L}^\natural$-Convex Function Minimization ICML 2023
Scalable Bicriteria Algorithms for Non-Monotone Submodular Cover AISTATS 2023
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning ICML 2023
Constraint Solving Approaches to the Business-to-Business Meeting Scheduling Problem (Extended Abstract) IJCAI 2023
Bayesian Optimization over High-Dimensional Combinatorial Spaces via Dictionary-based Embeddings AISTATS 2023
Decipherment of Lost Ancient Scripts as Combinatorial Optimisation Using Coupled Simulated Annealing ACL 2023
Randomized and Deterministic Maximin-share Approximations for Fractionally Subadditive Valuations NIPS 2023
Further Adaptive Best-of-Both-Worlds Algorithm for Combinatorial Semi-Bandits AISTATS 2023
Deep Reinforcement Learning for Two-sided Online Bipartite Matching in Collaborative Order Picking ACML 2023
Finding Support Examples for In-Context Learning EMNLP 2023
Select and Optimize: Learning to solve large-scale TSP instances AISTATS 2023
A Dynamical Systems Perspective on Discrete Optimization L4DC 2023
A Formal Perspective on Byte-Pair Encoding ACL 2023
T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization NIPS 2023
Maximizing the Probability of Fixation in the Positional Voter Model AAAI 2023
Efficient and Equitable Deployment of Mobile Vaccine Distribution Centers IJCAI 2023
Revisiting Sampling for Combinatorial Optimization ICML 2023
Fully Computer-Assisted Proofs in Extremal Combinatorics AAAI 2023
Towards Optimal Effective Resistance Estimation NIPS 2023
Faster Discrete Convex Function Minimization with Predictions: The M-Convex Case NIPS 2023
On Computing Optimal Tree Ensembles ICML 2023
SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems ICML 2023
Fast as CHITA: Neural Network Pruning with Combinatorial Optimization ICML 2023
The Linear Distance Traveling Tournament Problem Allows an EPTAS AAAI 2023
NuWLS: Improving Local Search for (Weighted) Partial MaxSAT by New Weighting Techniques AAAI 2023