Work Minus Black Box Models with Rich Caruana

Rich Caruana thinks deeply about how AI is leading us into the future. But how helpful are black box models going to be for creating a better future?

PDF] Interpretable & Explorable Approximations of Black Box Models

Explainable AI — All you need to know. The what, how, why of

Incorporation of Data-Mined Knowledge into Black-Box SVM for

On the interpretability of machine learning-based model for

Considerations when learning additive explanations for black-box

Entropy, Free Full-Text

The Road to Explainability is Paved with Bias: Measuring the

PDF] Interpretable & Explorable Approximations of Black Box Models

Detecting Bias in Black-Box Models Using Transparent Model

Detecting Bias in Black-Box Models Using Transparent Model

Using interpretability approaches to update “black-box” clinical

Considerations when learning additive explanations for black-box

The Road to Explainability is Paved with Bias: Measuring the