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From Conformal to Probabilistic Prediction

Abstract : This paper proposes a new method of probabilistic prediction, which is based on conformal prediction. The method is applied to the standard USPS data set and gives encouraging results.
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Vladimir Vovk, Ivan Petej, Valentina Fedorova. From Conformal to Probabilistic Prediction. 10th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Sep 2014, Rhodes, Greece. pp.221-230, ⟨10.1007/978-3-662-44722-2_24⟩. ⟨hal-01391049⟩

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