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Combinatorial Optimization

2407 directly classified papers

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Papers

Permutation estimation and minimax rates of identifiability AISTATS 2013
Finding Optimal Bayesian Networks Using Precedence Constraints JMLR 2013
Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows JMLR 2013
Fast Semidifferential-based Submodular Function Optimization ICML 2013
A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles NIPS 2013
Convex Relaxations for Permutation Problems NIPS 2013
Multi-target Tracking by Lagrangian Relaxation to Min-cost Network Flow CVPR 2013
FasT-Match: Fast Affine Template Matching CVPR 2013
Shape from Silhouette Probability Maps: Reconstruction of Thin Objects in the Presence of Silhouette Extraction and Calibration Error CVPR 2013
Minimizing Sparse High-Order Energies by Submodular Vertex-Cover NIPS 2012
Globally Optimizing Graph Partitioning Problems Using Message Passing AISTATS 2012
Multi-objective Monte-Carlo Tree Search ACML 2012
Clustering Aggregation as Maximum-Weight Independent Set NIPS 2012
On Bisubmodular Maximization AISTATS 2012
Topology Constraints in Graphical Models NIPS 2012
Minimizing Uncertainty in Pipelines NIPS 2012
The Lovász ϑ function, SVMs and finding large dense subgraphs NIPS 2012
An Integer Optimization Approach to Associative Classification NIPS 2012
Efficient Sampling for Bipartite Matching Problems NIPS 2012
A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation NIPS 2012
High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods AISTATS 2012
Fast Resampling Weighted v-Statistics NIPS 2012
Multiresolution analysis on the symmetric group NIPS 2012
The Bethe Partition Function of Log-supermodular Graphical Models NIPS 2012
Efficiently finding optimal winding-constrained loops in the plane RSS 2012