Mathematics & Optimization

Minimax Time Series Prediction NeurIPS 2015 Minimizing Nonconvex Non-Separable Functions AISTATS 2015 Minimum Weight Perfect Matching via Blossom Belief Propagation NeurIPS 2015 Missing at Random in Graphical Models AISTATS 2015 Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NeurIPS 2015 Mixing Time Estimation in Reversible Markov Chains from a Single Sample Path NeurIPS 2015 Model-Based Relative Entropy Stochastic Search NeurIPS 2015 Modelling Policies in MDPs in Reproducing Kernel Hilbert Space AISTATS 2015 Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting ICCV 2015 Monotone k-Submodular Function Maximization with Size Constraints NeurIPS 2015 More About VLAD: A Leap From Euclidean to Riemannian Manifolds CVPR 2015 Motion Planning for Unlabeled Discs with Optimality Guarantees RSS 2015 Motion Trajectory Segmentation via Minimum Cost Multicuts ICCV 2015 MRF Optimization by Graph Approximation CVPR 2015 M-Statistic for Kernel Change-Point Detection NeurIPS 2015 Multi-Layer Feature Reduction for Tree Structured Group Lasso via Hierarchical Projection NeurIPS 2015 Multiple-Hypothesis Affine Region Estimation With Anisotropic LoG Filters ICCV 2015 Multiple Random Walkers and Their Application to Image Cosegmentation CVPR 2015 Multi-view Sparse Co-clustering via Proximal Alternating Linearized Minimization ICML 2015 Near-optimal max-affine estimators for convex regression AISTATS 2015 Nested Sequential Monte Carlo Methods ICML 2015 Network Granger Causality with Inherent Grouping Structure JMLR 2015 New Insights Into Laplacian Similarity Search CVPR 2015 Newton-Stein Method: A Second Order Method for GLMs via Stein's Lemma NeurIPS 2015 Non-convex Statistical Optimization for Sparse Tensor Graphical Model NeurIPS 2015