This project was completed in Autumn 2025 as part of a PhD-level advanced special topics course in nonparametric regression. I worked with two of my colleagues in my department on this project. The goal of the project was to take our assigned topic (deep learning for multi-dimensional FDA) and both perform a literature review and conduct a simulation study. We looked at a variety of different techniques and then applied them to real and simulated data analyses.
UQ for Deep Learning using Bootstrap
Course Project
Deep Learning
Course project looking at uncertainty quantification for deep learning using bootstrap approaches.
