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Combinatorial Optimization

2407 directly classified papers

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Papers

Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python JMLR 2019
Complete Search for Feature Selection in Decision Trees JMLR 2019
Learning Optimized Risk Scores JMLR 2019
Be Greedy: How Chromatic Number meets Regret Minimization in Graph Bandits UAI 2019
Lower Bounds for Parallel and Randomized Convex Optimization COLT 2019
Learning and Data Selection in Big Datasets ICML 2019
Submodular Maximization beyond Non-negativity: Guarantees, Fast Algorithms, and Applications ICML 2019
Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization ICML 2019
Multivariate Submodular Optimization ICML 2019
Dual Entangled Polynomial Code: Three-Dimensional Coding for Distributed Matrix Multiplication ICML 2019
A Better k-means++ Algorithm via Local Search ICML 2019
Generalized Distance Bribery AAAI 2019
Learning Non-Uniform Hypergraph for Multi-Object Tracking AAAI 2019
Coverage Centrality Maximization in Undirected Networks AAAI 2019
Optimal Surveillance of Covert Networks by Minimizing Inverse Geodesic Length AAAI 2019
Forming Probably Stable Communities with Limited Interactions AAAI 2019
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach AAAI 2019
Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints AAAI 2019
Pareto Optimization for Subset Selection with Dynamic Cost Constraints AAAI 2019
Learning to Order Graph Elements with Application to Multilingual Surface Realization EMNLP 2019
Fitting Multiple Heterogeneous Models by Multi-Class Cascaded T-Linkage CVPR 2019
Pivotal Relationship Identification: The K-Truss Minimization Problem IJCAI 2019
Systematic Conservation Planning for Sustainable Land-use Policies: A Constrained Partitioning Approach to Reserve Selection and Design. IJCAI 2019
HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching ICCV 2019
Progressive-X: Efficient, Anytime, Multi-Model Fitting Algorithm ICCV 2019