Special Issue: Conformal Prediction

In this topical collection (8 articles)

1. EditorialNotes

   Conformal and probabilistic prediction with applications: editorial

   Alexander Gammerman, Vladimir Vovk, Henrik Boström, Lars Carlsson Pages 379-380

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2. OriginalPaper

   Rethinking statistical learning theory: learning using statistical invariants

   Vladimir Vapnik, Rauf Izmailov Pages 381-423

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3. OriginalPaper

   Online aggregation of unbounded losses using shifting experts with confidence

   Vladimir V’yugin, Vladimir Trunov Pages 425-444

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4. OriginalPaper

   Nonparametric predictive distributions based on conformal prediction

   Vladimir Vovk, Jieli Shen, Valery Manokhin, Min-ge Xie Pages 445-474

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5. OriginalPaper

   Majority vote ensembles of conformal predictors

   Giovanni Cherubin Pages 475-488

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6. OriginalPaper

   Combination of inductive mondrian conformal predictors

   Paolo Toccaceli, Alexander Gammerman Pages 489-510

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7. OriginalPaper

   Automatic face recognition with well-calibrated confidence measures

   Charalambos Eliades, Ladislav Lenc, Pavel Král, Harris Papadopoulos Pages 511-534

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8. OriginalPaper

   Efficient Venn predictors using random forests

   Ulf Johansson, Tuve Löfström, Henrik Linusson, Henrik Boström Pages 535-550

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