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Journal of the American Statistical Association Volume 118, 2023 - Issue 544
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Theory and Methods

Generalized Low-Rank Plus Sparse Tensor Estimation by Fast Riemannian Optimization

Jian-Feng CaiDepartment of Mathematics, Hong Kong University of Science and Technology, Kowloon, Hong KongView further author information
,
Jingyang LiDepartment of Mathematics, Hong Kong University of Science and Technology, Kowloon, Hong KongView further author information
&
Dong XiaDepartment of Mathematics, Hong Kong University of Science and Technology, Kowloon, Hong KongCorrespondence[email protected]
View further author information
Pages 2588-2604 | Received 02 Apr 2021, Accepted 04 Apr 2022, Published online: 13 May 2022

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Read on this site (2)

Zhongyuan Lyu, Dong Xia & Yuan Zhang. (2023) Latent Space Model for Higher-Order Networks and Generalized Tensor Decomposition. Journal of Computational and Graphical Statistics 32:4, pages 1320-1336.
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Qiang Heng, Eric C. Chi & Yufeng Liu. (2023) Robust Low-Rank Tensor Decomposition with the L2 Criterion. Technometrics 65:4, pages 537-552.
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Articles from other publishers (2)

Changxiao Cai, H. Vincent Poor & Yuxin Chen. (2023) Uncertainty Quantification for Nonconvex Tensor Completion: Confidence Intervals, Heteroscedasticity and Optimality. IEEE Transactions on Information Theory 69:1, pages 407-452.
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Jianjun Wang, Jingyao Hou & Yonina C. Eldar. (2023) Tensor Robust Principal Component Analysis From Multilevel Quantized Observations. IEEE Transactions on Information Theory 69:1, pages 383-406.
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