Special Issue: Conformal Prediction

Participating journal: Machine Learning

Guest Editors: Alexander Gammerman, Vladimir Vovk, Henrik Boström, Lars Carlsson

Machine Learning

Journal

Machine Learning

Machine Learning is an international forum focusing on computational approaches to learning.

Alexander Gammerman

-
Vladimir Vovk

-
Henrik Boström

-
Lars Carlsson

-

Showing 1-8 of 8 articles

Majority vote ensembles of conformal predictors
Giovanni Cherubin
OriginalPaper Open access 31 August 2018 Pages: 475 - 488
Conformal and probabilistic prediction with applications: editorial
Alexander Gammerman
Vladimir Vovk
Lars Carlsson
EditorialNotes 28 August 2018 Pages: 379 - 380
Combination of inductive mondrian conformal predictors
Paolo Toccaceli
Alexander Gammerman
OriginalPaper Open access 22 August 2018 Pages: 489 - 510
Automatic face recognition with well-calibrated confidence measures
Charalambos Eliades
Ladislav Lenc
Harris Papadopoulos
OriginalPaper 20 August 2018 Pages: 511 - 534
Efficient Venn predictors using random forests
Ulf Johansson
Tuve Löfström
Henrik Boström
OriginalPaper Open access 20 August 2018 Pages: 535 - 550
Nonparametric predictive distributions based on conformal prediction
Vladimir Vovk
Jieli Shen
Min-ge Xie
OriginalPaper Open access 17 August 2018 Pages: 445 - 474
Online aggregation of unbounded losses using shifting experts with confidence
Vladimir V’yugin
Vladimir Trunov
OriginalPaper 14 August 2018 Pages: 425 - 444
Rethinking statistical learning theory: learning using statistical invariants
Vladimir Vapnik
Rauf Izmailov
OriginalPaper 18 July 2018 Pages: 381 - 423