Sampling for Deep Learning Model Diagnosis (Technical Report)

Parmita Mehta, Stephen Portillo, Magdalena Balazinska +1

Deep learning (DL) models have achieved paradigm-changing performance in many fields with high dimensional data, such as images, audio, and text. However, the black-box nature of d…