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Combinatorial Optimization

2,409 papers

Papers per year

2
20
67
270
149
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Papers

An LP View of the M-best MAP problem NIPS 2009
A Gaussian Tree Approximation for Integer Least-Squares NIPS 2009
A Data-Driven Approach to Modeling Choice NIPS 2009
Submodularity Cuts and Applications NIPS 2009
Online Learning of Assignments NIPS 2009
An Integer Projected Fixed Point Method for Graph Matching and MAP Inference NIPS 2009
Learning Permutations with Exponential Weights JMLR 2009
On the complexity of the set of three-finger caging grasps of convex polygons RSS 2009
Positioning unmanned aerial vehicles as communication relays for surveillance tasks RSS 2009
Large scale graph-based SLAM using aerial images as prior information RSS 2009
Counting Solution Clusters in Graph Coloring Problems Using Belief Propagation NIPS 2008
Improved Moves for Truncated Convex Models NIPS 2008
Linear-Time Computation of Similarity Measures for Sequential Data JMLR 2008
Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies JMLR 2008
Robust Submodular Observation Selection JMLR 2008
New Outer Bounds on the Marginal Polytope NIPS 2007
Local Algorithms for Approximate Inference in Minor-Excluded Graphs NIPS 2007
Message Passing for Max-weight Independent Set NIPS 2007
Selecting Observations against Adversarial Objectives NIPS 2007
Linear programming analysis of loopy belief propagation for weighted matching NIPS 2007
The On-Line Shortest Path Problem Under Partial Monitoring JMLR 2007
Near-Uniform Sampling of Combinatorial Spaces Using XOR Constraints NIPS 2006
Using Combinatorial Optimization within Max-Product Belief Propagation NIPS 2006
Branch and Bound for Semi-Supervised Support Vector Machines NIPS 2006
Balanced Graph Matching NIPS 2006