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

Geometry and Expressive Power of Conditional Restricted Boltzmann Machines JMLR 2015
Feature-Independent Context Estimation for Automatic Image Annotation CVPR 2015
Rethinking LDA: Moment Matching for Discrete ICA NIPS 2015
Escaping From Saddle Points — Online Stochastic Gradient for Tensor Decomposition COLT 2015
Tensor principal component analysis via sum-of-square proofs COLT 2015
Model Selection for Topic Models via Spectral Decomposition AISTATS 2015
Sparse and Low-Rank Tensor Decomposition NIPS 2015
Low-Rank Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image Denoising ICCV 2015
Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams ICML 2015
Spectral Clustering with Jensen-type Kernels and their Multi-point Extensions CVPR 2014
A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014
Spectral Methods for Indian Buffet Process Inference NIPS 2014
Coordinate-descent for learning orthogonal matrices through Givens rotations ICML 2014
Feedforward Learning of Mixture Models NIPS 2014
Learning Mixed Multinomial Logit Model from Ordinal Data NIPS 2014
Scalable Bayesian Low-Rank Decomposition of Incomplete Multiway Tensors ICML 2014
Learning Mixtures of Discrete Product Distributions using Spectral Decompositions COLT 2014
Putting MRFs on a Tensor Train ICML 2014
Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion NIPS 2014
Learning Mixtures of Ranking Models NIPS 2014
The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures COLT 2014
A statistical model for tensor PCA NIPS 2014
Robust Tensor Decomposition with Gross Corruption NIPS 2014
Spectral Learning of Latent-Variable PCFGs: Algorithms and Sample Complexity JMLR 2014
Nonparametric Estimation of Multi-View Latent Variable Models ICML 2014