Dynamical Low-Rank Approximations for Kalman Filtering

Fabio Nobile, Thomas Trigo Trindade

We propose a dynamical low rank approximation of the Kalman-Bucy process (DLR-KBP), which evolves the filtering distribution of a partially continuously observed linear SDE on a sm…