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Article

Robust matrix estimations meet Frank–Wolfe algorithm

We consider estimating matrix-valued model parameters with a dedicated focus on their robustness. Our setting concerns large-scale structured data so that a regularization on the matrix’s rank becomes indispen...

Naimin **g, Ethan X. Fang, Cheng Yong Tang in Machine Learning (2023)