Combinatorial Optimization

On Approximate Non-submodular Minimization via Tree-Structured Supermodularity AISTATS 2015 On Greedy Maximization of Entropy ICML 2015 On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments ICML 2015 On Pairwise Costs for Network Flow Multi-Object Tracking CVPR 2015 Parallel Correlation Clustering on Big Graphs NeurIPS 2015 Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NeurIPS 2015 PatchMatch-Based Automatic Lattice Detection for Near-Regular Textures ICCV 2015 Perturbed Message Passing for Constraint Satisfaction Problems JMLR 2015 Pointer Networks NeurIPS 2015 Proteins, Particles, and Pseudo-Max-Marginals: A Submodular Approach ICML 2015 Ranking from Stochastic Pairwise Preferences: Recovering Condorcet Winners and Tournament Solution Sets at the Top ICML 2015 Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs AISTATS 2015 Smooth Interactive Submodular Set Cover NeurIPS 2015 Sparse PCA via Bipartite Matchings NeurIPS 2015 Sparse Solutions to Nonnegative Linear Systems and Applications AISTATS 2015 Stochastic Online Greedy Learning with Semi-bandit Feedbacks NeurIPS 2015 Streaming Min-max Hypergraph Partitioning NeurIPS 2015 SubmodBoxes: Near-Optimal Search for a Set of Diverse Object Proposals NeurIPS 2015 Submodularity in Data Subset Selection and Active Learning ICML 2015 Submodular Point Processes with Applications to Machine learning AISTATS 2015 Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's NeurIPS 2015 Subset Selection by Pareto Optimization NeurIPS 2015 Superdifferential Cuts for Binary Energies CVPR 2015 Supervised Discrete Hashing CVPR 2015 Synthesizing Illumination Mosaics From Internet Photo-Collections ICCV 2015