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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

Tensor Decomposition with Smoothness ICML 2017
Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD) AISTATS 2017
Partitioned Tensor Factorizations for Learning Mixed Membership Models ICML 2017
Tensor Decomposition with Missing Indices IJCAI 2017
Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use ICML 2017
Outlier-Robust Tensor PCA CVPR 2017
On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm NIPS 2017
Tensor Decomposition via Simultaneous Power Iteration ICML 2017
Correspondence retrieval COLT 2017
Fast and robust tensor decomposition with applications to dictionary learning COLT 2017
Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking IJCAI 2017
Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning NIPS 2017
On the Optimization Landscape of Tensor Decompositions NIPS 2017
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays NIPS 2017
Tensor Biclustering NIPS 2017
Fitting Low-Rank Tensors in Constant Time NIPS 2017
Online Robust Low-Rank Tensor Learning IJCAI 2017
Predictive State Recurrent Neural Networks NIPS 2017
Tensor-Train Recurrent Neural Networks for Video Classification ICML 2017
Commonly Uncommon: Semantic Sparsity in Situation Recognition CVPR 2017
Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis AISTATS 2017
Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques JMLR 2017
Provable Tensor Methods for Learning Mixtures of Generalized Linear Models AISTATS 2016
Convolutional Rectifier Networks as Generalized Tensor Decompositions ICML 2016
TenSR: Multi-Dimensional Tensor Sparse Representation CVPR 2016