Topological Techniques in Model Selection

Shaoxiong Hu, Hugo Maruri-Aguliar, Zixiang Ma

The LASSO is an attractive regularisation method for linear regression that combines variable selection with an efficient computation procedure. This paper is concerned with enhanc…