Bandits for Learning to Explain from Explanations

Freya Behrens, Stefano Teso, Davide Mottin

We introduce Explearn, an online algorithm that learns to jointly output predictions and explanations for those predictions. Explearn leverages Gaussian Processes (GP)-based contex…