Unsupervised learning of observation functions in state-space models by nonparametric moment methods

Qingci An, Yannis Kevrekidis, Fei Lu +1

We investigate the unsupervised learning of non-invertible observation functions in nonlinear state-space models. Assuming abundant data of the observation process along with the d…