← Optimization
Mathematics & Optimization › Optimization ›

Combinatorial Optimization

2407 directly classified papers

Papers per year

Papers

Segmentation as Maximum-Weight Independent Set NIPS 2010
Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms AISTATS 2010
Learning Bayesian Network Structure using LP Relaxations AISTATS 2010
Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs AISTATS 2010
Variational Inference over Combinatorial Spaces NIPS 2010
Assessing Optimal Assignment under Uncertainty: An Interval-based Algorithm RSS 2010
MAP estimation in Binary MRFs via Bipartite Multi-cuts NIPS 2010
Polynomial-Time Exact Inference in NP-Hard Binary MRFs via Reweighted Perfect Matching AISTATS 2010
Efficient Minimization of Decomposable Submodular Functions NIPS 2010
Bayesian structure discovery in Bayesian networks with less space AISTATS 2010
Extensions of Generalized Binary Search to Group Identification and Exponential Costs NIPS 2010
Optimal Web-Scale Tiering as a Flow Problem NIPS 2010
SFO: A Toolbox for Submodular Function Optimization JMLR 2010
Optimal Search on Clustered Structural Constraint for Learning Bayesian Network Structure JMLR 2010
On-Line Sequential Bin Packing JMLR 2010
A Fast Traversal Heuristic and Optimal Algorithm for Effective Environmental Coverage RSS 2010
Kronecker Graphs: An Approach to Modeling Networks JMLR 2010
Positioning unmanned aerial vehicles as communication relays for surveillance tasks RSS 2009
Matrix Completion from Power-Law Distributed Samples NIPS 2009
Multi-Label Prediction via Compressed Sensing NIPS 2009
Large scale graph-based SLAM using aerial images as prior information RSS 2009
On the complexity of the set of three-finger caging grasps of convex polygons RSS 2009
Noisy Generalized Binary Search NIPS 2009
Riffled Independence for Ranked Data NIPS 2009
Online Learning of Assignments NIPS 2009