Daolang Huang

Prediction-Powered Active Testing

Kianoosh Ashouritaklimi, Valentin Kilian, Daolang Huang, Tom Rainforth, François Caron

Active testing provides a label--efficient approach to risk estimation by adaptively selecting which test points should be labelled. However, existing estimators fail to exploit the informative predictions of powerful black--box models, even though such predictions are increasing…Read more