A variational approach to path estimation and parameter inference of hidden diffusion processes

Tobias Sutter, Arnab Ganguly, Heinz Koeppl

We consider a hidden Markov model, where the signal process, given by a diffusion, is only indirectly observed through some noisy measurements. The article develops a variational m…