Risk-aware Machine Learning

Risk-aware Machine Learning Systems for Safety and Quality-Critical Applications [Work in Progress]

A Research project, understanding varied risks associated with the input data of machine learning (ML) system and developing an integrated approach to manage risks present in the input data.

H. C. Kwok, X. Zhang