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stat.ML2025
Multiple Linked Tensor Factorization
Zhiyu Kang, Raghavendra B. Rao, Eric F. Lock
In biomedical research and other fields, it is now common to generate high content data that are both multi-source and multi-way. Multi-source data are collected from different hig…
stat.ML2024
Empirical Bayes Linked Matrix Decomposition
Eric F. Lock
Data for several applications in diverse fields can be represented as multiple matrices that are linked across rows or columns. This is particularly common in molecular biomedical…