An Iterative, Sketching-based Framework for Ridge Regression

Agniva Chowdhury, Jiasen Yang, Petros Drineas

Abstract: Ridge regression is a variant of regularized least squares regression that is particularly suitable in settings where the number of predictor variables greatly exceeds the number of observations. W...