Special Issue: Conformal Prediction

Articles (8 in this collection)

1. Majority vote ensembles of conformal predictors

   Authors

   • Giovanni Cherubin

   • Content type: OriginalPaper
   • Open Access
   • Published: 31 August 2018

   • Pages: 475 - 488

   

2. Conformal and probabilistic prediction with applications: editorial

   Authors (first, second and last of 4)

   • Alexander Gammerman
   • Vladimir Vovk
   • Lars Carlsson

   • Content type: EditorialNotes
   • Published: 28 August 2018

   • Pages: 379 - 380

3. Combination of inductive mondrian conformal predictors

   Authors

   • Paolo Toccaceli
   • Alexander Gammerman

   • Content type: OriginalPaper
   • Open Access
   • Published: 22 August 2018

   • Pages: 489 - 510

   

4. Automatic face recognition with well-calibrated confidence measures

   Authors (first, second and last of 4)

   • Charalambos Eliades
   • Ladislav Lenc
   • Harris Papadopoulos

   • Content type: OriginalPaper
   • Published: 20 August 2018

   • Pages: 511 - 534

   

5. Efficient Venn predictors using random forests

   Authors (first, second and last of 4)

   • Ulf Johansson
   • Tuve Löfström
   • Henrik Boström

   • Content type: OriginalPaper
   • Open Access
   • Published: 20 August 2018

   • Pages: 535 - 550

6. Nonparametric predictive distributions based on conformal prediction

   Authors (first, second and last of 4)

   • Vladimir Vovk
   • Jieli Shen
   • Min-ge Xie

   • Content type: OriginalPaper
   • Open Access
   • Published: 17 August 2018

   • Pages: 445 - 474

   

7. Online aggregation of unbounded losses using shifting experts with confidence

   Authors

   • Vladimir V’yugin
   • Vladimir Trunov

   • Content type: OriginalPaper
   • Published: 14 August 2018

   • Pages: 425 - 444

   

8. Rethinking statistical learning theory: learning using statistical invariants

   Authors

   • Vladimir Vapnik
   • Rauf Izmailov

   • Content type: OriginalPaper
   • Published: 18 July 2018

   • Pages: 381 - 423