Samuel Sharpe

Counterfactual Explanations via Latent Space Projection and\n Interpolation

2021 · arXiv (Cornell University)

Counterfactual explanations represent the minimal change to a data sample\nthat alters its predicted classification, typically from an unfavorable initial\nclass to a desired target class. Counterfactuals help answer questions such as\n"what needs to change for this …