Divakar Viswanath

Prediction of Dynamical time Series Using Kernel Based Regression and Smooth Splines

2015 · arXiv (Cornell University)

Prediction of dynamical time series with additive noise using support vector machines or kernel based regression has been proved to be consistent for certain classes of discrete dynamical systems. Consistency implies that these methods are …