Data-Centric Debugging: mitigating model failures via targeted data collection

Sahil Singla, Atoosa Malemir Chegini, Mazda Moayeri +1

Deep neural networks can be unreliable in the real world when the training set does not adequately cover all the settings where they are deployed. Focusing on image classification,…