2022
Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems
ICML 2022spotlight
Switching dynamical systems are an expressive model class for the analysis of time-series data. As in many fields within the natural and engineering sciences, the systems under study typically evolve continuously in time, it is natural to consider continuous-time model formulations consisting of swi…