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20242026
most citedHigh-Dimensional Tensor Classification with CP Low-Rank Discriminant Structure

1 citations · 5 across the 12 of their papers we have counts for

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stat.ME2025

Tensor Neyman-Pearson Classification: Theory, Algorithms, and Error Control

Lingchong Liu, Elynn Chen, Yuefeng Han +1

Biochemical discovery increasingly relies on classifying molecular structures when the consequences of different errors are highly asymmetric. In mutagenicity and carcinogenicity,…

stat.ME2025

Modewise Additive Factor Model for Matrix Time Series

Elynn Chen, Yuefeng Han, Jiayu Li +1

We introduce a Modewise Additive Factor Model (MAFM) for matrix-valued time series that captures row-specific and column-specific latent effects through an additive structure, offe…