Graph-based regularization for regression problems with alignment and highly-correlated designs

Yuan Li, Benjamin Mark, Garvesh Raskutti +3

Sparse models for high-dimensional linear regression and machine learning have received substantial attention over the past two decades. Model selection, or determining which featu…