Computation-Aware Kalman Filtering and Smoothing

Marvin Pförtner, Jonathan Wenger, Jon Cockayne +1

Kalman filtering and smoothing are the foundational mechanisms for efficient inference in Gauss-Markov models. However, their time and memory complexities scale prohibitively with…