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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

Computing Twin-width with SAT and Branch & Bound IJCAI 2023
Differentiable Model Selection for Ensemble Learning IJCAI 2023
Unifying Core-Guided and Implicit Hitting Set Based Optimization IJCAI 2023
Constraints First: A New MDD-based Model to Generate Sentences Under Constraints IJCAI 2023
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization ICML 2023
In Which Graph Structures Can We Efficiently Find Temporally Disjoint Paths and Walks? IJCAI 2023
Recent Developments in Data-Driven Algorithms for Discrete Optimization AAAI 2023
Dagster: Parallel Structured Search AAAI 2023
Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming AAAI 2023
SAT Encodings for Pseudo-Boolean Constraints Together With At-Most-One Constraints (Extended Abstract) IJCAI 2023
Adaptive Constraint Partition Based Optimization Framework for Large-Scale Integer Linear Programming (Student Abstract) AAAI 2023
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration AAAI 2023
Warm-Starting Nested Rollout Policy Adaptation with Optimal Stopping AAAI 2023
Fair Short Paths in Vertex-Colored Graphs AAAI 2023
Walkability Optimization: Formulations, Algorithms, and a Case Study of Toronto AAAI 2023
A Formal Perspective on Byte-Pair Encoding ACL 2023
Differentially Private Partial Set Cover with Applications to Facility Location IJCAI 2023
Daycare Matching in Japan: Transfers and Siblings AAAI 2023
Learning to Break Symmetries for Efficient Optimization in Answer Set Programming AAAI 2023
Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives AAAI 2023
Learning To Dive In Branch And Bound NIPS 2023
Fully Dynamic Online Selection through Online Contention Resolution Schemes AAAI 2023
Siamese-Discriminant Deep Reinforcement Learning for Solving Jigsaw Puzzles with Large Eroded Gaps AAAI 2023
The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem IJCAI 2023
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems ICML 2023