Anytime-Valid Conformal Risk Control

Bror Hultberg, Dave Zachariah, Antônio H. Ribeiro

Prediction sets provide a means of quantifying the uncertainty in predictive tasks. Using held out calibration data, conformal prediction and risk control can produce prediction se…