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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

Differentially Private Decomposable Submodular Maximization AAAI 2021
Nearly Linear-Time, Parallelizable Algorithms for Non-Monotone Submodular Maximization AAAI 2021
Learning Augmented Methods for Matching: Improving Invasive Species Management and Urban Mobility AAAI 2021
Local Search for Diversified Top-k s-plex Search Problem (Student Abstract) AAAI 2021
A SAT-based Resolution of Lam's Problem AAAI 2021
Symmetric Component Caching for Model Counting on Combinatorial Instances AAAI 2021
Learning Set Functions that are Sparse in Non-Orthogonal Fourier Bases AAAI 2021
Competitive Analysis for Two-Level Ski-Rental Problem AAAI 2021
Weighting-based Variable Neighborhood Search for Optimal Camera Placement AAAI 2021
BOSS: A Bi-directional Search Technique for Optimal Coalition Structure Generation with Minimal Overlapping (Student Abstract) AAAI 2021
Investigating Methods of Balancing Inequality and Efficiency in Ride Pooling AAAI 2021
NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem NIPS 2021
Learning Hard Optimization Problems: A Data Generation Perspective NIPS 2021
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem NIPS 2021
Combinatorial Pure Exploration with Bottleneck Reward Function NIPS 2021
The Hardness Analysis of Thompson Sampling for Combinatorial Semi-bandits with Greedy Oracle NIPS 2021
Constraint Logic Programming for Real-World Test Laboratory Scheduling AAAI 2021
Rearrangement on Lattices with Swaps: Optimality Structures and Efficient Algorithms RSS 2021
Intervention Efficient Algorithms for Approximate Learning of Causal Graphs ALT 2021
Simple combinatorial algorithms for combinatorial bandits: corruptions and approximations UAI 2021
Cluster Trellis: Data Structures & Algorithms for Exact Inference in Hierarchical Clustering AISTATS 2021
Choice Set Optimization Under Discrete Choice Models of Group Decisions ICML 2020
Safe screening rules for L0-regression from Perspective Relaxations ICML 2020
Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization AISTATS 2020
Building Scalable and Flexible Cluster Managers Using Declarative Programming OSDI 2020