On the B-subdifferential of proximal operators of affine-constrained ${\ell }_1$ regularizer

Xudong Li, Meixia Lin, Kim-Chuan Toh

In this work, we study the affine-constrained ${\ell }_1$ regularizers, which frequently arise in statistical and machine learning problems across a variety of applications, including…