The Proximal Operator of the Piece-wise Exponential Function and Its Application in Compressed Sensing

Yulan Liu, Yuyang Zhou, Rongrong Lin

This paper characterizes the proximal operator of the piece-wise exponential function $1-e^{-|x|/\sigma }$ with a given shape parameter $\sigma >0$, which is a popular nonconvex surrog…