Machine Learning Assisted Orthonormal Basis Selection for Functional Data Analysis

Rani Basna, Hiba Nassar, Krzysztof Podgórski

In implementations of the functional data methods, the effect of the initial choice of an orthonormal basis has not gained much attention in the past. Typically, several standard b…