Proximal Algorithms in Statistics and Machine Learning

Nicholas G. Polson, James G. Scott, Brandon T. Willard

In this paper we develop proximal methods for statistical learning. Proximal point algorithms are useful in statistics and machine learning for obtaining optimization solutions for…