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?

A Survey of Methods for Explaining Black Box Models

Detecting Bias in Black-Box Models Using Transparent Model

Considerations when learning additive explanations for black-box

PDF) A Survey of Methods for Explaining Black Box Models

Summary for Multitask Learning* by Rich Caruana

Explainable AI (XAI): A survey of recents methods, applications

Rich Caruana

Considerations when learning additive explanations for black-box

Explainable Artificial Intelligence (XAI): What we know and what

Stop explaining black box machine learning models for high stakes

The Road to Explainability is Paved with Bias: Measuring the

RL-LIM: Reinforcement Learning-based Locally Interpretable