Probabilistic computation and uncertainty quantification with emerging covariance

Hengyuan Ma, Yang Qi, Li Zhang +2

Building robust, interpretable, and secure AI system requires quantifying and representing uncertainty under a probabilistic perspective to mimic human cognitive abilities. However…