Mathematics & Optimization

Local Smoothness in Variance Reduced Optimization NeurIPS 2015 Log-Euclidean Metric Learning on Symmetric Positive Definite Manifold with Application to Image Set Classification ICML 2015 Low Dimensional Explicit Feature Maps ICCV 2015 Lower and Upper Bounds on the Generalization of Stochastic Exponentially Concave Optimization COLT 2015 Low Rank Approximation using Error Correcting Coding Matrices ICML 2015 Low Rank Matrix Completion with Exponential Family Noise COLT 2015 Low-Rank Matrix Recovery from Row-and-Column Affine Measurements ICML 2015 Majorization-Minimization for Manifold Embedding AISTATS 2015 Matching Bags of Regions in RGBD images CVPR 2015 Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015 Matrix Completion for Resolving Label Ambiguity CVPR 2015 Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation NeurIPS 2015 Matrix Completion Under Monotonic Single Index Models NeurIPS 2015 Matrix Completion with Noisy Side Information NeurIPS 2015 Matrix Manifold Optimization for Gaussian Mixtures NeurIPS 2015 Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015 M-Best-Diverse Labelings for Submodular Energies and Beyond NeurIPS 2015 MCMC Learning COLT 2015 Measuring Sample Quality with Stein's Method NeurIPS 2015 Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering CVPR 2015 Message Passing for Collective Graphical Models ICML 2015 Metric recovery from directed unweighted graphs AISTATS 2015 Mind the duality gap: safer rules for the Lasso ICML 2015 Minimax Fixed-Design Linear Regression COLT 2015 Minimax rates for memory-bounded sparse linear regression COLT 2015