Online Conformal Prediction with Adversarial Semi-bandit Feedback via Regret Minimization

Junyoung Yang, Kyungmin Kim, Sangdon Park

Uncertainty quantification is crucial in safety-critical systems, where decisions must be made under uncertainty. In particular, we consider the problem of online uncertainty quant…