Bayesian Alignments of Warped Multi-Output Gaussian Processes

Markus Kaiser, Clemens Otte, Thomas Runkler +1

We propose a novel Bayesian approach to modelling nonlinear alignments of time series based on latent shared information. We apply the method to the real-world problem of finding c…