tensor decomposition

Model Selection for Topic Models via Spectral Decomposition AISTATS 2015 Rethinking LDA: Moment Matching for Discrete ICA NeurIPS 2015 Scalable Nonparametric Multiway Data Analysis AISTATS 2015 Sparse and Low-Rank Tensor Decomposition NeurIPS 2015 Tensor principal component analysis via sum-of-square proofs COLT 2015 A statistical model for tensor PCA NeurIPS 2014 A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014 Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model NeurIPS 2014 Coordinate-descent for learning orthogonal matrices through Givens rotations ICML 2014 Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning NeurIPS 2014 Feature-Independent Action Spotting Without Human Localization, Segmentation or Frame-wise Tracking CVPR 2014 Feedforward Learning of Mixture Models NeurIPS 2014 Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion NeurIPS 2014 Learning Mixed Multinomial Logit Model from Ordinal Data NeurIPS 2014 Learning Mixtures of Discrete Product Distributions using Spectral Decompositions COLT 2014 Learning Mixtures of Ranking Models NeurIPS 2014 Nonparametric Estimation of Multi-View Latent Variable Models ICML 2014 Putting MRFs on a Tensor Train ICML 2014 Robust Tensor Decomposition with Gross Corruption NeurIPS 2014 Scalable Bayesian Low-Rank Decomposition of Incomplete Multiway Tensors ICML 2014 Spectral Clustering with Jensen-type Kernels and their Multi-point Extensions CVPR 2014 Spectral Learning of Latent-Variable PCFGs: Algorithms and Sample Complexity JMLR 2014 Spectral Methods for Indian Buffet Process Inference NeurIPS 2014 Spectral Methods for Supervised Topic Models NeurIPS 2014 The More, the Merrier: the Blessing of Dimensionality for Learning Large Gaussian Mixtures COLT 2014