Francesca Chiaromonte

A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression

Feature Selection and Functional Data Analysis are two dynamic areas of research, with important applications in the analysis of large and complex data sets. Straddling these two areas, we propose a new highly efficient algorithm to perform Group Elastic Net with application to function-on-scalar fe…