I want to understand what is soft thresholding operator? Why we use this operator? I came across this term while I was reading the paper - A New Algorithm Based on Linearized Bregman Iteration with Generalized Inverse for Compressed Sensing (at page no 4.).
Any reference that can explain this will also help me.
Thank you for your help.