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Combinatorial Optimization

2,409 papers

Papers per year

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Papers

A Refined Understanding of Cost-optimal Planning with Polytree Causal Graphs IJCAI 2019
Clause Learning and New Bounds for Graph Coloring IJCAI 2019
Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms IJCAI 2019
Optimally Efficient Bidirectional Search IJCAI 2019
Constraint Solving and Optimization Using Evolutionary Techniques IJCAI 2019
Matching with Constraints IJCAI 2019
AI at the Margins: Data, Decisions, and Inclusive Social Impact IJCAI 2019
Multi-Agent Path Finding on Ozobots IJCAI 2019
AiD-EM: Adaptive Decision Support for Electricity Markets Negotiations IJCAI 2019
Approximation Hardness for A Class of Sparse Optimization Problems JMLR 2019
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
A Submodular Feature-Aware Framework for Label Subset Selection in Extreme Classification Problems NAACL 2019
Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation NAACL 2019
Minimal Rewiring: Efficient Live Expansion for Clos Data Center Networks NSDI 2019
Efficient Algorithms for Optimal Perimeter Guarding RSS 2019
A 2-Approximation Algorithm for the Online Tethered Coverage Problem RSS 2019
Adaptive Hashing for Model Counting UAI 2019
Be Greedy: How Chromatic Number meets Regret Minimization in Graph Bandits UAI 2019
Cascading Linear Submodular Bandits: Accounting for Position Bias and Diversity in Online Learning to Rank UAI 2019
Diverse Ensemble Evolution: Curriculum Data-Model Marriage NIPS 2018
Generalizing Graph Matching beyond Quadratic Assignment Model NIPS 2018
Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization NIPS 2018
Boolean Decision Rules via Column Generation NIPS 2018