Nesterov Acceleration of Alternating Least Squares for Canonical Tensor
Decomposition: Momentum Step Size Selection and Restart Mechanisms

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Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms

13 October 2018

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Papers citing "Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms"

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Title
Alternating Mahalanobis Distance Minimization for Stable and Accurate CP Decomposition Navjot Singh Edgar Solomonik 57 0 0 14 Apr 2022
An AO-ADMM approach to constraining PARAFAC2 on all modes M. Roald Carla Schenker Vince D. Calhoun Tülay Adalı R. Bro Jérémy E. Cohen E. Acar 81 23 0 04 Oct 2021
Fast and Accurate Randomized Algorithms for Low-rank Tensor Decompositions Linjian Ma Edgar Solomonik 86 26 0 02 Apr 2021
On the Asymptotic Linear Convergence Speed of Anderson Acceleration, Nesterov Acceleration, and Nonlinear GMRES H. Sterck Yunhui He 36 23 0 04 Jul 2020
Block-Randomized Stochastic Proximal Gradient for Low-Rank Tensor Factorization Xiao Fu Shahana Ibrahim Hoi-To Wai Cheng Gao Kejun Huang 134 37 0 16 Jan 2019