On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations

When self-driving cars crash, who’s responsible? Courts and insurers need to know what’s inside the ‘black box’

Engineers use artificial intelligence to capture the complexity of breaking waves

De-biasing "bias" measurement

The games we play: critical complexity improves machine learning

A Unifying Framework for Combining Complementary Strengths of Humans and ML toward Better Predictive Decision-Making

Distinction Maximization Loss: Efficiently Improving Classification Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection Simply Replacing the Loss and Calibrating

A one-up on motion capture

The Forgotten Margins of AI Ethics

Maximizing citizen scientists’ contribution to automated species recognition