Online Covariance Matrix Estimation in Sketched Newton Methods

Wei Kuang, Mihai Anitescu, Sen Na

Given the ubiquity of streaming data, online algorithms have been widely used for parameter estimation, with second-order methods particularly standing out for their efficiency and…