Learning stochastic filtering

Rahul O. Ramakrishnan, Andrea Auconi, Benjamin M. Friedrich

We quantify the performance of approximations to stochastic filtering by the Kullback-Leibler divergence to the optimal Bayesian filter. Using a two-state Markov process that drive…