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Combinatorial Optimization

2,409 papers

Papers per year

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20
67
270
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Papers

Weakly Submodular Maximization Beyond Cardinality Constraints: Does Randomization Help Greedy? ICML 2018
Constrained Interacting Submodular Groupings ICML 2018
Parameterized Algorithms for the Matrix Completion Problem ICML 2018
The Weighted Kendall and High-order Kernels for Permutations ICML 2018
Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit ICML 2018
Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints ICML 2018
Compiling Combinatorial Prediction Games ICML 2018
Fast Maximization of Non-Submodular, Monotonic Functions on the Integer Lattice ICML 2018
Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering ICML 2018
The Edge Density Barrier: Computational-Statistical Tradeoffs in Combinatorial Inference ICML 2018
Data Summarization at Scale: A Two-Stage Submodular Approach ICML 2018
Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings ICML 2018
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models ICML 2018
Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018
Learning to Optimize Combinatorial Functions ICML 2018
Solving Partial Assignment Problems using Random Clique Complexes ICML 2018
Safe Element Screening for Submodular Function Minimization ICML 2018
Fair Division Under Cardinality Constraints IJCAI 2018
Big City vs. the Great Outdoors: Voter Distribution and How It Affects Gerrymandering IJCAI 2018
Non-decreasing Payment Rules for Combinatorial Auctions IJCAI 2018
Solving Patrolling Problems in the Internet Environment IJCAI 2018
Combinatorial Auctions via Machine Learning-based Preference Elicitation IJCAI 2018
Multiwinner Voting with Fairness Constraints IJCAI 2018
Computing the Schulze Method for Large-Scale Preference Data Sets IJCAI 2018
A Structural Approach to Activity Selection IJCAI 2018