Decomposition of Big Tensors With Low Multilinear Rank

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Decomposition of Big Tensors With Low Multilinear Rank

5 December 2014

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Papers citing "Decomposition of Big Tensors With Low Multilinear Rank"

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Title
Approximately Optimal Core Shapes for Tensor Decompositions Mehrdad Ghadiri Matthew Fahrbach Gang Fu Vahab Mirrokni 69 8 0 08 Feb 2023
Subquadratic Kronecker Regression with Applications to Tensor Decomposition Matthew Fahrbach Thomas Fu Mehrdad Ghadiri 98 15 0 11 Sep 2022
Sample Efficient Learning of Factored Embeddings of Tensor Fields Taemin Heo Minh Nguyen MedIm 46 0 0 01 Sep 2022
Defensive Tensorization Adrian Bulat Jean Kossaifi S. Bhattacharya Yannis Panagakis Timothy M. Hospedales Georgios Tzimiropoulos Nicholas D. Lane Maja Pantic AAML 28 4 0 26 Oct 2021
Fast and Accurate Randomized Algorithms for Low-rank Tensor Decompositions Linjian Ma Edgar Solomonik 74 26 0 02 Apr 2021
Efficient parallel CP decomposition with pairwise perturbation and multi-sweep dimension tree Linjian Ma Edgar Solomonik 65 8 0 22 Oct 2020
Stochastic Gradients for Large-Scale Tensor Decomposition T. Kolda David Hong 72 56 0 04 Jun 2019
Low-Rank Tucker Approximation of a Tensor From Streaming Data Yiming Sun Yang Guo Charlene Luo J. Tropp Madeleine Udell 67 73 0 24 Apr 2019
Tensor Dropout for Robust Learning Arinbjorn Kolbeinsson Jean Kossaifi Yannis Panagakis Adrian Bulat Anima Anandkumar I. Tzoulaki Paul Matthews OOD 139 2 0 27 Feb 2019
PASTA: A Parallel Sparse Tensor Algorithm Benchmark Suite Jiajia Li Yuchen Ma Xiaolong Wu Ang Li Kevin J. Barker 30 18 0 08 Feb 2019
Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction Longhao Yuan Chong Li Jianting Cao Qibin Zhao 48 27 0 07 Jan 2019
On Optimizing Distributed Tucker Decomposition for Sparse Tensors Venkatesan T. Chakaravarthy Jee W. Choi Douglas J. Joseph Prakash Murali Shivmaran S. Pandian Yogish Sabharwal D. Sreedhar 25 26 0 25 Apr 2018
On Optimizing Distributed Tucker Decomposition for Dense Tensors Venkatesan T. Chakaravarthy Jee W. Choi Douglas J. Joseph Xing Liu Prakash Murali Yogish Sabharwal D. Sreedhar 41 30 0 18 Jul 2017
Randomized CP Tensor Decomposition N. Benjamin Erichson Krithika Manohar Steven L. Brunton J. Nathan Kutz 92 64 0 27 Mar 2017
Parallel Tensor Compression for Large-Scale Scientific Data W. Austin Grey Ballard T. Kolda 55 140 0 22 Oct 2015
Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness Guoxu Zhou A. Cichocki Qibin Zhao Shengli Xie 115 95 0 17 Apr 2014