Transductive conformal predictors

Abstract : This paper discusses a transductive version of conformal predictors. This version is computationally inefficient for big test sets, but it turns out that apparently crude “Bonferroni predictors” are about as good in their information efficiency and vastly superior in computational efficiency.
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Vladimir Vovk. Transductive conformal predictors. 9th Artificial Intelligence Applications and Innovations (AIAI), Sep 2013, Paphos, Greece. pp.348-360, ⟨10.1007/978-3-642-41142-7_36⟩. ⟨hal-01459630⟩

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