To what extent should we trust AI models when they extrapolate?

27 January 2022

Papers citing "To what extent should we trust AI models when they extrapolate?"

4 / 4 papers shown

Title
Towards an AI-based Early Warning System for Bridge Scour N. Yousefpour Oscar Correa 30 14 0 22 Aug 2022
Extrapolation Frameworks in Cognitive Psychology Suitable for Study of Image Classification Models Roozbeh Yousefzadeh J. Mollick 17 6 0 06 Dec 2021
Learning in High Dimension Always Amounts to Extrapolation Randall Balestriero J. Pesenti Yann LeCun 38 103 0 18 Oct 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 215 901 0 02 Mar 2020