Repairing Neural Networks by Leaving the Right Past Behind

Ryutaro Tanno, Melanie F. Pradier, Aditya Nori +1

Prediction failures of machine learning models often arise from deficiencies in training data, such as incorrect labels, outliers, and selection biases. However, such data points t…