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low-rank tensor

44 papers

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Co-occurring keywords

tensor decomposition (375) tensor completion (64) matrix completion (356) low-rank approximation (323) tensor factorization (90) tucker decomposition (39) tensor regression (19) convex optimization (1321) multi-view clustering (199) nuclear norm (79)

Papers

Deep Tensor ADMM-Net for Snapshot Compressive Imaging ICCV 2019
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018
Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space CVPR 2018
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration CVPR 2018
Near Optimal Sketching of Low-Rank Tensor Regression NIPS 2017
Optimal Recovery of Tensor Slices AISTATS 2017
Exact tensor completion with sum-of-squares COLT 2017
Scalable and Sound Low-Rank Tensor Learning AISTATS 2016
Low-rank tensor completion: a Riemannian manifold preconditioning approach ICML 2016
Low-Rank Tensor Constrained Multiview Subspace Clustering ICCV 2015
Sparse and Low-Rank Tensor Decomposition NIPS 2015
Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm NIPS 2015
Convergence rate of Bayesian tensor estimator and its minimax optimality ICML 2015
Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams ICML 2015
Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery ICML 2014
Robust Tensor Decomposition with Gross Corruption NIPS 2014
Provable Tensor Factorization with Missing Data NIPS 2014
Convex Tensor Decomposition via Structured Schatten Norm Regularization NIPS 2013
Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors NIPS 2013