31 citations · 31 across the 3 of their papers we have counts for
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stat.ME2023
Domain Selection for Gaussian Process Data: An application to electrocardiogram signals
Nicolás Hernández, Gabriel Martos
Gaussian Processes and the Kullback-Leibler divergence have been deeply studied in Statistics and Machine Learning. This paper marries these two concepts and introduce the local Ku…
stat.ME2021
Simultaneous predictive bands for functional time series using minimum entropy sets
Nicolás Hernández, Jairo Cugliari, Julien Jacques
Functional Time Series are sequences of dependent random elements taking values on some functional space. Most of the research on this domain is focused on producing a predictor ab…