arXiv AI By Tingyu Shi, Fan Lyu, Haihua Zhu, Dadi Wang, Shaoliang Peng

CPATTA: Conformal Supervision Allocation For Active Test-Time Adaptation

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arXiv Machine Learning
Jul 10

Prediction-Powered Active Testing

arXiv:2607. 08347v1 Announce Type: cross Abstract: Active testing provides a label--efficient approach to risk estimation by adaptively selecting which test points should be labelled.

By Kianoosh Ashouritaklimi, Valentin Kilian, Daolang Huang, Tom Rainforth, Fran\c{c}ois Caron