Capsa: A Unified Framework for Quantifying Risk in Deep Neural Networks

Sadhana Lolla, Iaroslav Elistratov, Alejandro Perez +3

The modern pervasiveness of large-scale deep neural networks (NNs) is driven by their extraordinary performance on complex problems but is also plagued by their sudden, unexpected,…