Algorithmic learning in a random world / Vladimir Vovk, Alexander Gammerman, Glenn Shafer.

This book is about conformal prediction, an approach to prediction that originated in machine learning in the late 1990s. The main feature of conformal prediction is the principled treatment of the reliability of predictions. The prediction algorithms described conformal predictors are provably vali...

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Bibliographic Details
Main Author: Vovk, Vladimir, 1960-
Other Authors: Gammerman, A. (Alexander), Shafer, Glenn, 1946-
Format: eBook
Language:English
Published: Cham : Springer, 2022.
Edition:2nd ed.
Subjects:
Online Access:Click for online access