Julian Blackwell

Intrinsic User-Centric Interpretability through Global Mixture of Experts

In human-centric settings like education or healthcare, model accuracy and model explainability are key factors for user adoption. Towards these two goals, intrinsically interpretable deep learning models have gained popularity, focusing on accurate predictions alongside faithful explanations. Howev…