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Combinatorial Optimization

2,409 papers

Papers per year

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20
67
270
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Papers

Rounding Methods for Discrete Linear Classification ICML 2013
Monochromatic Bi-Clustering ICML 2013
Taming the Curse of Dimensionality: Discrete Integration by Hashing and Optimization ICML 2013
Fast Semidifferential-based Submodular Function Optimization ICML 2013
Scaling the Indian Buffet Process via Submodular Maximization ICML 2013
Semi-Supervised Learning Using Greedy Max-Cut JMLR 2013
Finding Optimal Bayesian Networks Using Precedence Constraints JMLR 2013
Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows JMLR 2013
Experiment Selection for Causal Discovery JMLR 2013
Optimal Market-based Multi-Robot Task Allocation via Strategic Pricing RSS 2013
Fast Scheduling of Multi-Robot Teams with Temporospatial Constraints RSS 2013
Topology Constraints in Graphical Models NIPS 2012
Clustering Aggregation as Maximum-Weight Independent Set NIPS 2012
The Bethe Partition Function of Log-supermodular Graphical Models NIPS 2012
A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation NIPS 2012
Fast Resampling Weighted v-Statistics NIPS 2012
Efficient Sampling for Bipartite Matching Problems NIPS 2012
Multiresolution analysis on the symmetric group NIPS 2012
The Lovász ϑ function, SVMs and finding large dense subgraphs NIPS 2012
Minimizing Sparse High-Order Energies by Submodular Vertex-Cover NIPS 2012
Minimizing Uncertainty in Pipelines NIPS 2012
An Integer Optimization Approach to Associative Classification NIPS 2012
A Convex-Concave Relaxation Procedure Based Subgraph Matching Algorithm ACML 2012
Multi-objective Monte-Carlo Tree Search ACML 2012
High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods AISTATS 2012