On Acceleration of Gradient-Based Empirical Risk Minimization using Local Polynomial Regression

Ekaterina Trimbach, Edward Duc Hien Nguyen, César A. Uribe

We study the acceleration of the Local Polynomial Interpolation-based Gradient Descent method (LPI-GD) recently proposed for the approximate solution of empirical risk minimization…