Counterfactual Explanations via Latent Space Projection and Interpolation

Brian Barr, Matthew R. Harrington, Samuel Sharpe +1

Counterfactual explanations represent the minimal change to a data sample that alters its predicted classification, typically from an unfavorable initial class to a desired target…