Yuning Yang | DeepAI

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Ying Wang
84 publications
Johan A. K. Suykens
61 publications
Siamak Mehrkanoon
17 publications
Xianpeng Mao
1 publication
Hanxin Ya
1 publication

∙ 09/11/2023

A Two-Sided Quaternion Higher-Order Singular Value Decomposition

Higher-order singular value decomposition (HOSVD) is one of the most cel...

0 Hanxin Ya, et al. ∙

∙ 02/15/2023

On Finite-Step Convergence of the Non-Greedy Algorithm for L_1-Norm PCA and Beyond

The non-greedy algorithm for L_1-norm PCA proposed in <cit.> is revisite...

0 Yuning Yang, et al. ∙

∙ 04/21/2022

Hot-SVD: Higher-Order t-Singular Value Decomposition for Tensors based on Tensor-Tensor Product

This paper considers a way of generalizing the t-SVD of third-order tens...

0 Ying Wang, et al. ∙

∙ 12/05/2020

Approximation Algorithms for Sparse Best Rank-1 Approximation to Higher-Order Tensors

Sparse tensor best rank-1 approximation (BR1Approx), which is a sparsity...

0 Xianpeng Mao, et al. ∙

∙ 11/25/2019

The Epsilon-Alternating Least Squares for Orthogonal Low-Rank Tensor Approximation and Its Global Convergence

The epsilon alternating least squares (ϵ-ALS) is developed and analyzed ...

0 Yuning Yang, et al. ∙

∙ 03/07/2015

Higher order Matching Pursuit for Low Rank Tensor Learning

Low rank tensor learning, such as tensor completion and multilinear mult...

0 Yuning Yang, et al. ∙

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