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stat.ML2025
Kernel K-means clustering of distributional data
Amparo Baíllo, Jose R. Berrendero, Martín 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.ML2010
Supervised classification for a family of Gaussian functional models
Amparo Baíllo, Juan Antonio Cuesta-Albertos, Antonio Cuevas
In the framework of supervised classification (discrimination) for functional data, it is shown that the optimal classification rule can be explicitly obtained for a class of Gauss…