Newton based Stochastic Optimization using q-Gaussian Smoothed Functional Algorithms

Debarghya Ghoshdastidar, Ambedkar Dukkipati, Shalabh Bhatnagar

We present the first q-Gaussian smoothed functional (SF) estimator of the Hessian and the first Newton-based stochastic optimization algorithm that estimates both the Hessian and t…