no code implementations • 19 Jul 2017 • Felipe Tobar, Gonzalo Rios, Tomás Valdivia, Pablo Guerrero
The proposed model is validated in the recovery of three signals: a smooth synthetic signal, a real-world heart-rate time series and a step function, where GPMM outperformed the standard GP in terms of estimation error, uncertainty representation and recovery of the spectral content of the latent signal.