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stat.ML2026
Time-adaptive functional Gaussian Process regression
MD Ruiz-Medina, AE Madrid, A Torres-Signes +1
This paper proposes a new formulation of functional Gaussian Process regression in manifolds, based on an Empirical Bayes approach, in the spatiotemporal random field context. We a…
stat.ML2020
COVID-19 mortality analysis from soft-data multivariate curve regression and machine learning
A. Torres-Signes, M. P. Frías, M. D. Ruiz-Medina
A multiple objective space-time forecasting approach is presented involving cyclical curve log-regression, and multivariate time series spatial residual correlation analysis. Speci…