conftrace_

tensor decomposition

375 papers

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Also known as

TD

Co-occurring keywords

low-rank approximation (323) model compression (3302) tucker decomposition (39) low-rank tensor (44) latent variable model (564) tensor completion (64) matrix factorization (529) variational inference (2069) spectral method (204) cp decomposition (19)

Papers

Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiability COLT 2014
Spectral Methods for Supervised Topic Models NIPS 2014
Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning NIPS 2014
Feature-Independent Action Spotting Without Human Localization, Segmentation or Frame-wise Tracking CVPR 2014
Learning Hidden Markov Models from Non-sequence Data via Tensor Decomposition NIPS 2013
A Tensor Spectral Approach to Learning Mixed Membership Community Models COLT 2013
Efficient Learning of Simplices COLT 2013
Convex Tensor Decomposition via Structured Schatten Norm Regularization NIPS 2013
Contrastive Learning Using Spectral Methods NIPS 2013
When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity NIPS 2013
Spectral Experts for Estimating Mixtures of Linear Regressions ICML 2013
Hierarchical Tensor Decomposition of Latent Tree Graphical Models ICML 2013
Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors NIPS 2013
Robust Tucker Tensor Decomposition for Effective Image Representation ICCV 2013
Tensor-Based Human Body Modeling CVPR 2013
A Generalized Low-Rank Appearance Model for Spatio-temporally Correlated Rain Streaks ICCV 2013
Multilinear Dynamical Systems for Tensor Time Series NIPS 2013
Unfolding Latent Tree Structures using 4th Order Tensors ICML 2013
Multilinear Multitask Learning ICML 2013
Human Gesture Recognition on Product Manifolds JMLR 2012
Bayesian Probabilistic Co-Subspace Addition NIPS 2012
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NIPS 2012
Sparse Higher-Order Principal Components Analysis AISTATS 2012
Statistical Performance of Convex Tensor Decomposition NIPS 2011
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach NIPS 2011