Combinatorial Optimization

Multiresolution analysis on the symmetric group NeurIPS 2012 On Bisubmodular Maximization AISTATS 2012 Parsing Indoor Scenes Using RGB-D Imagery RSS 2012 The Bethe Partition Function of Log-supermodular Graphical Models NeurIPS 2012 The Lovász ϑ function, SVMs and finding large dense subgraphs NeurIPS 2012 Topology Constraints in Graphical Models NeurIPS 2012 An Art Gallery Approach to Ensuring that Landmarks are Distinguishable RSS 2011 An Exact Algorithm for F-Measure Maximization NeurIPS 2011 An Instantiation-Based Theorem Prover for First-Order Programming AISTATS 2011 Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts NeurIPS 2011 Fast b-matching via Sufficient Selection Belief Propagation AISTATS 2011 Greedy Algorithms for Structurally Constrained High Dimensional Problems NeurIPS 2011 Higher-Order Correlation Clustering for Image Segmentation NeurIPS 2011 Improved Moves for Truncated Convex Models JMLR 2011 Maximal Cliques that Satisfy Hard Constraints with Application to Deformable Object Model Learning NeurIPS 2011 Monotone multi-armed bandit allocations COLT 2011 On fast approximate submodular minimization NeurIPS 2011 Online Submodular Set Cover, Ranking, and Repeated Active Learning NeurIPS 2011 Optimal Distributed Market-Based Planning for Multi-Agent Systems with Shared Resources AISTATS 2011 Parallel Algorithm for Learning Optimal Bayesian Network Structure JMLR 2011 Phase transition in the family of p-resistances NeurIPS 2011 Prismatic Algorithm for Discrete D.C. Programming Problem NeurIPS 2011 Pylon Model for Semantic Segmentation NeurIPS 2011 Revisiting MAP Estimation, Message Passing and Perfect Graphs AISTATS 2011 Structure Learning for Optimization NeurIPS 2011