Search Results for author: Joy Hutchinson

Found 1 papers, 0 papers with code

Challenges for Predictive Modeling with Neural Network Techniques using Error-Prone Dietary Intake Data

no code implementations15 Nov 2023 Dylan Spicker, Amir Nazemi, Joy Hutchinson, Paul Fieguth, Sharon I. Kirkpatrick, Michael Wallace, Kevin W. Dodd

In this work, we demonstrate the ways in which measurement error erodes the performance of neural networks, and illustrate the care that is required for leveraging these models in the presence of error.

Cannot find the paper you are looking for? You can Submit a new open access paper.