Minh Van Hoang Nguyen

A PDE approach to quantitative asymptotic stability of the optimal filter in the linear detectable setting

The filtering problem asks to estimate a signal process, the initial state of which is unknown, given its partial and noisy observations. From a probabilistic perspective, the best estimate at each time is the optimal filter, which is the conditional law of the signal given all observations up to the time. The problem...