Algorithmic Learning in a Random World /

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...

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Bibliographic Details

Main Authors:	Vovk, Vladimir (Author), Gammerman, Alexander (Author), Shafer, Glenn (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2022.
Edition:	2nd ed. 2022.
Subjects:	Machine learning. Computer science-Mathematics. Mathematical statistics. Algorithms. Artificial intelligence. Machine Learning. Probability and Statistics in Computer Science. Design and Analysis of Algorithms. Artificial Intelligence. Electronic books.
Online Access:	Connect to the full text of this electronic book