Bayesian Nonparametric Learning of Complex
Dynamical Phenomena
Switching dynamical processes, such as the hidden Markov model (HMM) or switching linear dynamical system (SLDS), have been widely applied in speech recognition, bioinformatics,
econometrics, and target tracking, amongst other fields.