Our paper Beyond the Norms: Detecting Prediction Errors in Regression Models was accepted to appear as a spotlight at the Forty-first International Conference on Machine Learning (ICML 2024)! In this paper we propose a framework to evaluate uncertainty in regression models!
A huge shout-out to my great colleagues Andres, Georg, and Pablo for their amazing work!
Marco Romanelli
Research Associate
My research interests include applications of Information Theory notions to Privacy and Security, Safety in AI, Machine Learning and Information Leakage Measurement.