Abstract: Sparse models for high-dimensional linear ... regression setting in which a graph governs both correlations among the covariates and the similarity among regression coefficients. This graph ...

Linear Regression is a machine learning algorithm based on supervised learning. It is used to predict the value of a variable based on the value of another variable. The variable you want to predict ...