Hongmei Lin

Regularized Adaptive Huber Matrix Regression and Distributed Learning

2023 · Statistica Sinica

Matrix regression provides a powerful technique for analyzing matrixtype data, as exemplified by many contemporary applications. Despite the rapid advance, distributed learning for robust matrix regression to deal with heavy-tailed noises in the big data …