Counterfactual Online Conformal Prediction Under Adaptive Logging
Experiments on synthetic decision tasks, open bandit data, and financial rebalancing show that PW-OCP and DR-OCP improve counterfactual coverage and downstream regret without sacrificing prediction-set sharpness.
Xin-Yu Qiao, Yi-Chen Lin, Kai-Hong Ji et al.
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