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Conformal Off-Policy Prediction in Contextual Bandits
Most off-policy evaluation methods for contextual bandits have focused on the expected outcome of a policy, which is estimated via methods that at best provide only asymptotic... -
Universal distribution of the coverage in split conformal prediction
The dataset used in the paper is a regression dataset with exchangeable data. -
Weighted Conformal Prediction with Multiple Sources
The dataset used in this paper is a collection of covariate distributions from multiple groups, with covariate shifts between training and test data.
