Joint modeling of multiple time series via the beta process with application to motion capture segmentation

Emily B. Fox, Michael C. Hughes, Erik B. Sudderth +1

We propose a Bayesian nonparametric approach to the problem of jointly modeling multiple related time series. Our model discovers a latent set of dynamical behaviors shared among t…