Datamodels: Predicting Predictions from Training Data

Andrew Ilyas, Sung Min Park, Logan Engstrom +2

We present a conceptual framework, datamodeling, for analyzing the behavior of a model class in terms of the training data. For any fixed "target" example $x$, training set $S$, an…