← Optimization
Mathematics & Optimization › Optimization ›

Combinatorial Optimization

2407 directly classified papers

Papers per year

Papers

Learning to Select Exogenous Events for Marked Temporal Point Process NIPS 2021
Enhancing Balanced Graph Edge Partition with Effective Local Search AAAI 2021
Data-Driven Multimodal Patrol Planning for Anti-poaching AAAI 2021
Toward Determining NFA Equivalence via QBFs (Student Abstract) AAAI 2021
Matrix encoding networks for neural combinatorial optimization NIPS 2021
Cardinality constrained submodular maximization for random streams NIPS 2021
Faster Matchings via Learned Duals NIPS 2021
A Faster Maximum Cardinality Matching Algorithm with Applications in Machine Learning NIPS 2021
A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs NIPS 2021
Learning to Schedule Heuristics in Branch and Bound NIPS 2021
Best of Both Worlds: Practical and Theoretically Optimal Submodular Maximization in Parallel NIPS 2021
The Power of Adaptivity for Stochastic Submodular Cover ICML 2021
Adversarial Combinatorial Bandits with General Non-linear Reward Functions ICML 2021
A Scalable Deterministic Global Optimization Algorithm for Clustering Problems ICML 2021
Local Correlation Clustering with Asymmetric Classification Errors ICML 2021
Streaming and Distributed Algorithms for Robust Column Subset Selection ICML 2021
Regularized Submodular Maximization at Scale ICML 2021
FACS: Fast Code-based Algorithm for Coalition Structure Generation (Student Abstract) AAAI 2021
Investigating Methods of Balancing Inequality and Efficiency in Ride Pooling AAAI 2021
Efficient Message Passing for 0–1 ILPs with Binary Decision Diagrams ICML 2021
Approximate Group Fairness for Clustering ICML 2021
Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning ICML 2021
Near-Optimal Algorithms for Explainable k-Medians and k-Means ICML 2021
An Integer Linear Programming Framework for Mining Constraints from Data ICML 2021
Randomized Dimensionality Reduction for Facility Location and Single-Linkage Clustering ICML 2021