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05/20/2022
Discussion of "Vintage factor analysis with Varimax performs statistical inference"
We wholeheartedly congratulate Drs. Rohe and Zeng for their insightful p...
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08/09/2021
Guaranteed Functional Tensor Singular Value Decomposition
This paper introduces the functional tensor singular value decomposition...
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12/18/2020
Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit
High-order clustering aims to identify heterogeneous substructure in mul...
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08/28/2020
On the Non-Asymptotic Concentration of Heteroskedastic Wishart-type Matrix
This paper focuses on the non-asymptotic concentration of the heterosked...
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02/26/2020
An Optimal Statistical and Computational Framework for Generalized Tensor Estimation
This paper describes a flexible framework for generalized low-rank tenso...
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09/06/2018