Sufficient and Necessary Explanations (and What Lies in Between)

Beepul Bharti, Paul Yi, Jeremias Sulam

As complex machine learning models continue to find applications in high-stakes decision-making scenarios, it is crucial that we can explain and understand their predictions. Post-…