2022
Repairing Neural Networks by Leaving the Right Past Behind
NeurIPS 2022accept
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 that are responsible for a given failure mode are generally not known a priori, let alone a mechanism for repairing the f…