Thinking Beyond Distributions in Testing Machine Learned Models

Negar Rostamzadeh, Ben Hutchinson, Christina Greer +1

Testing practices within the machine learning (ML) community have centered around assessing a learned model's predictive performance measured against a test dataset, often drawn fr…