Search Results for author: Tomás Valdivia

Found 1 papers, 0 papers with code

Recovering Latent Signals from a Mixture of Measurements using a Gaussian Process Prior

no code implementations19 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.

Bayesian Inference Time Series +1

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