Model Rectification via Unknown Unknowns Extraction from Deployment Samples

Bruno Abrahao, Zheng Wang, Haider Ahmed +1

Model deficiency that results from incomplete training data is a form of structural blindness that leads to costly errors, oftentimes with high confidence. During the training of c…