Tensor Decomposition

Understanding Composition of Word Embeddings via Tensor Decomposition ICLR 2019 Representations of Bayesian networks by low-rank models PGM 2018 Sublinear Time Orthogonal Tensor Decomposition NeurIPS 2016 Supervised Learning with Tensor Networks NeurIPS 2016 Fast and Guaranteed Tensor Decomposition via Sketching NeurIPS 2015 Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm NeurIPS 2015 Rethinking LDA: Moment Matching for Discrete ICA NeurIPS 2015 Sparse and Low-Rank Tensor Decomposition NeurIPS 2015 A statistical model for tensor PCA NeurIPS 2014 Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning NeurIPS 2014 Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion NeurIPS 2014 Learning Mixtures of Ranking Models NeurIPS 2014 Reducing the Rank in Relational Factorization Models by Including Observable Patterns NeurIPS 2014 Robust Tensor Decomposition with Gross Corruption NeurIPS 2014 Convex Tensor Decomposition via Structured Schatten Norm Regularization NeurIPS 2013 Learning Hidden Markov Models from Non-sequence Data via Tensor Decomposition NeurIPS 2013 Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors NeurIPS 2013 When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity NeurIPS 2013 A latent factor model for highly multi-relational data NeurIPS 2012 Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NeurIPS 2012 Generalised Coupled Tensor Factorisation NeurIPS 2011 Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach NeurIPS 2011 Statistical Performance of Convex Tensor Decomposition NeurIPS 2011