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) Gamut: A Design Probe to Understand How Data Scientists

Augmenting interpretable models with large language models during

A Survey of Methods for Explaining Black Box Models

PDF) Mining Citizen Science Data to Predict Prevalence of Wild

Interpretable Machine Learning for COVID-19: An Empirical Study on

On the interpretability of machine learning-based model for

A Gentle Introduction to GA2Ms - A White Box Model

Considerations when learning additive explanations for black-box

Examples of different supported model forms. The bottom of each

PDF) Hybrid Predictive Model: When an Interpretable Model