Search Results for author: David Karamadian

Found 1 papers, 0 papers with code

A Holistic Assessment of the Reliability of Machine Learning Systems

no code implementations20 Jul 2023 Anthony Corso, David Karamadian, Romeo Valentin, Mary Cooper, Mykel J. Kochenderfer

As machine learning (ML) systems increasingly permeate high-stakes settings such as healthcare, transportation, military, and national security, concerns regarding their reliability have emerged.

Adversarial Robustness Out-of-Distribution Detection

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