2 papers
stat.ML2025
Kernel K-means clustering of distributional data
Amparo BaÃllo, Jose R. Berrendero, MartÃn Sánchez-Signorini
We consider the problem of clustering a sample of probability distributions from a random distribution on . Our proposed partitioning method makes use of a symmetric,…
stat.ME2025
A Bayesian approach to functional regression: theory and computation
José R. Berrendero, Antonio CoÃn, Antonio Cuevas
We propose a novel Bayesian methodology for inference in functional linear and logistic regression models based on the theory of reproducing kernel Hilbert spaces (RKHS's). We intr…