Inertial Regularization and Selection (IRS): Sequential Regression in High-Dimension and Sparsity

Chitta Ranjan, Samaneh Ebrahimi, Kamran Paynabar

In this paper, we develop a new sequential regression modeling approach for data streams. Data streams are commonly found around us, e.g in a retail enterprise sales data is contin…