ML Safety and Learning Theory
Postgraduate Research Workshops, -, 2025
Conducting a series of online and in-person workshops on ML safety and learning theory using probably approximately correct guarantees. The aim of these workshops is to introduce the listener to the notion of error-confidence bounds within ML and demonstrate practical applications of learning theory in deriving safety guarantees for learning-enabled systems.
