Nonparametric learning of covariate-based Markov jump processes using RKHS techniques

Yuchen Han, Arnab Ganguly, Riten Mitra

We propose a novel nonparametric approach for linking covariates to Continuous Time Markov Chains (CTMCs) using the mathematical framework of Reproducing Kernel Hilbert Spaces (RKH…