v1v2 (latest)

Randomized CP Tensor Decomposition

27 March 2017

Steven L. Brunton

Papers citing "Randomized CP Tensor Decomposition"

20 / 20 papers shown

Title
Auto Tensor Singular Value Thresholding: A Non-Iterative and Rank-Free Framework for Tensor Denoising Hiroki Hasegawa Yukihiko Okada 66 0 0 09 May 2025
MNT-TNN: Spatiotemporal Traffic Data Imputation via Compact Multimode Nonlinear Transform-based Tensor Nuclear Norm Yihang Lu Mahwish Yousaf Xianwei Meng Enhong Chen 109 0 0 29 Mar 2025
Recent and Upcoming Developments in Randomized Numerical Linear Algebra for Machine Learning Michał Dereziński Michael W. Mahoney 81 11 0 17 Jun 2024
Shallow Recurrent Decoder for Reduced Order Modeling of Plasma Dynamics J. Nathan Kutz M. Reza Farbod Faraji A. Knoll AI4CE 53 10 0 20 May 2024
Randomized Algorithms for Symmetric Nonnegative Matrix Factorization Koby Hayashi Sinan G. Aksoy Grey Ballard Haesun Park 15 1 0 13 Feb 2024
Magnetohydrodynamics with Physics Informed Neural Operators S. Rosofsky Eliu A. Huerta AI4CE 35 11 0 13 Feb 2023
Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration Y. Qiu Weijun Sun Guoxu Zhou Qianchuan Zhao 121 4 0 27 Nov 2022
Digital Twin Data Modelling by Randomized Orthogonal Decomposition and Deep Learning D. Bistrian Omer San Ionel M. Navon 31 1 0 17 Jun 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
Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis Systems W. Consagra A. Venkataraman Xing Qiu 50 2 0 30 Jul 2021
A Coupled Random Projection Approach to Large-Scale Canonical Polyadic Decomposition Lu-Ming Wang Ya-Nan Wang Xiaofeng Gong Qiuhua Lin Fei Xiang 42 0 0 10 May 2021
Fast and Accurate Randomized Algorithms for Low-rank Tensor Decompositions Linjian Ma Edgar Solomonik 74 26 0 02 Apr 2021
Modern Koopman Theory for Dynamical Systems Steven L. Brunton M. Budišić E. Kaiser J. Nathan Kutz AI4CE 126 420 0 24 Feb 2021
Data-Driven Aerospace Engineering: Reframing the Industry with Machine Learning Steven L. Brunton J. Nathan Kutz Krithika Manohar Aleksandr Aravkin K. Morgansen ... J. Buttrick Jeffrey Poskin Agnes Blom-Schieber Thomas Hogan Darren McDonald AI4CE 66 131 0 24 Aug 2020
Streaming Coresets for Symmetric Tensor Factorization Rachit Chhaya Jayesh Choudhari A. Dasgupta Supratim Shit 141 14 0 01 Jun 2020
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
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
Sparse Principal Component Analysis via Variable Projection N. Benjamin Erichson Peng Zeng Krithika Manohar Steven L. Brunton J. Nathan Kutz Aleksandr Aravkin 57 120 0 01 Apr 2018
Diffusion Maps meet Nyström N. Benjamin Erichson L. Mathelin Steven L. Brunton J. Nathan Kutz 57 4 0 23 Feb 2018
Randomized Nonnegative Matrix Factorization N. Benjamin Erichson Ariana Mendible Sophie Wihlborn J. Nathan Kutz 69 52 0 06 Nov 2017