Adaptive Iterative Soft-Thresholding Algorithm with the Median Absolute Deviation

Yining Feng, Ivan Selesnick

The adaptive Iterative Soft-Thresholding Algorithm (ISTA) has been a popular algorithm for finding a desirable solution to the LASSO problem without explicitly tuning the regulariz…