no code implementations • 23 Aug 2023 • Peter Halmos, Jonathan Pillow, David A. Knowles
This paper addresses system identification for the continuous-discrete filter, with the aim of generalizing learning for the Kalman filter by relying on a solution to a continuous-time It\^o stochastic differential equation (SDE) for the latent state and covariance dynamics.