Person

Leonardo Vincenzo Santoro

This person has left EPFL

Research interests: I am interested in statistical inference for random processes and inverse problems arising in the context of optimal transport and functional data analysis. Currently, my work is focusing on kernel methods in theoretical machine learning. Education Master's Degree | Mathematics 2018 – 2020 ETH (ZÃ¼rich) Bachelor's Degree | Mathematics 2015 – 2018 UNITN (Trento)

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https://people.epfl.ch/leonardo.santoro?lang=en

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Leonardo Vincenzo Santoro

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Statistics for Covariance Operators: Transport, Flows, and Diffusions

A Karhunen–Loève theorem for random flows in Hilbert spaces

A Refined Score, Namely Thoracic Ultrasound Score, to Predict the Need for Surfactant in Preterm Neonates: A Prospective, Multicenter, Observational Study