High-dimensional and Functional Data Analysis
In the realm of Artificial Intelligence (AI), the group is exploring ways to address a critical question: how can we manage multiple tests effectively using less complex methods like lasso, slope, and neural networks (NN)? Specifically, they are investigating techniques to control the False Discovery Rate (FDR) while utilizing NN. This involves the practical development of algorithms for regulariz