On Projected Stochastic Gradient Descent Algorithm with Weighted Averaging for Least Squares Regression

Kobi Cohen, Angelia Nedic, R. Srikant

The problem of least squares regression of a $d$-dimensional unknown parameter is considered. A stochastic gradient descent based algorithm with weighted iterate-averaging that use…