tensor decomposition

Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiability COLT 2014 A Generalized Low-Rank Appearance Model for Spatio-temporally Correlated Rain Streaks ICCV 2013 A Tensor Spectral Approach to Learning Mixed Membership Community Models COLT 2013 Contrastive Learning Using Spectral Methods NeurIPS 2013 Convex Tensor Decomposition via Structured Schatten Norm Regularization NeurIPS 2013 Efficient Learning of Simplices COLT 2013 Hierarchical Tensor Decomposition of Latent Tree Graphical Models ICML 2013 Learning Hidden Markov Models from Non-sequence Data via Tensor Decomposition NeurIPS 2013 Multilinear Dynamical Systems for Tensor Time Series NeurIPS 2013 Multilinear Multitask Learning ICML 2013 Robust Tucker Tensor Decomposition for Effective Image Representation ICCV 2013 Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors NeurIPS 2013 Spectral Experts for Estimating Mixtures of Linear Regressions ICML 2013 Tensor-Based Human Body Modeling CVPR 2013 Unfolding Latent Tree Structures using 4th Order Tensors ICML 2013 When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity NeurIPS 2013 Bayesian Probabilistic Co-Subspace Addition NeurIPS 2012 Human Gesture Recognition on Product Manifolds JMLR 2012 Sparse Higher-Order Principal Components Analysis AISTATS 2012 Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NeurIPS 2012 Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach NeurIPS 2011 Statistical Performance of Convex Tensor Decomposition NeurIPS 2011