Bayesian Working Group: Aditya Ranade, Gaussian Process Regression Applications to Functional Data

Bayesian Working Group: Aditya Ranade, Gaussian Process Regression Applications to Functional Data

Apr 21, 2023 - 12:00 PM
to Apr 21, 2023 - 1:00 PM

Speaker: Aditya Ranade, Graduate Student, Iowa State University

Title: Gaussian Process Regression Applications to Functional Data

Abstract: Gaussian process regression is a Bayesian approach to regression. GP is a flexible model and performs well even for small datasets. We look at the application of GP regression with a functional predictor.