Provably Lossless Acceleration of DNN Mutation Testing via Memoization

Ali Ghanbari, Ben Greenman, Sasan Tavakkol +1

Mutation analysis has recently reemerged in the context of deep neural networks (DNNs) as a promising, but notoriously costly, approach for assessing test dataset adequacy. Existin…