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Combinatorial Optimization

2,409 papers

Papers per year

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20
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270
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Papers

Min-Max Problems on Factor Graphs ICML 2014
Fast Multi-stage Submodular Maximization ICML 2014
Finding Dense Subgraphs via Low-Rank Bilinear Optimization ICML 2014
A Junction Tree Framework for Undirected Graphical Model Selection JMLR 2014
Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs JMLR 2014
SPMF: A Java Open-Source Pattern Mining Library JMLR 2014
Seeded Graph Matching for Correlated Erdos-Renyi Graphs JMLR 2014
Fully Decentralized Task Swaps with Optimized Local Searching RSS 2014
A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles NIPS 2013
Matrix factorization with binary components NIPS 2013
Reflection methods for user-friendly submodular optimization NIPS 2013
Convex Relaxations for Permutation Problems NIPS 2013
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation NIPS 2013
Embed and Project: Discrete Sampling with Universal Hashing NIPS 2013
Adaptive Anonymity via $b$-Matching NIPS 2013
Distributed Submodular Maximization: Identifying Representative Elements in Massive Data NIPS 2013
Scalable Influence Estimation in Continuous-Time Diffusion Networks NIPS 2013
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints NIPS 2013
Generalized Method-of-Moments for Rank Aggregation NIPS 2013
Permutation estimation and minimax rates of identifiability AISTATS 2013
Consensus Ranking with Signed Permutations AISTATS 2013
Computing the M Most Probable Modes of a Graphical Model AISTATS 2013
Bethe Bounds and Approximating the Global Optimum AISTATS 2013
Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013
Open Problem: Lower bounds for Boosting with Hadamard Matrices COLT 2013