Edge AI for early detection of chronic diseases and the spread of infectious diseases: opportunities, challenges, and future directions

E Badidi - Future Internet, 2023 - mdpi.com
Edge AI, an interdisciplinary technology that enables distributed intelligence with edge
devices, is quickly becoming a critical component in early health prediction. Edge AI …

Underspecification presents challenges for credibility in modern machine learning

A D'Amour, K Heller, D Moldovan, B Adlam… - Journal of Machine …, 2022 - jmlr.org
Machine learning (ML) systems often exhibit unexpectedly poor behavior when they are
deployed in real-world domains. We identify underspecification in ML pipelines as a key …