Generalized Random Direction Newton Algorithms for Stochastic Optimization

Soumen Pachal, Prashanth L. A., Shalabh Bhatnagar +1

We present a family of generalized Hessian estimators of the objective using random direction stochastic approximation (RDSA) by utilizing only noisy function measurements. The for…