Learning with the Minimum Description Length Principle

This book introduces readers to the minimum description length (MDL) principle and its applications in learning. The MDL is a fundamental principle for inductive inference, which is used in many applications including statistical modeling, pattern recognition and machine learning. At its core, the M...

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Bibliographic Details

Main Author:	Yamanishi, Kenji (Author)
Corporate Author:	SpringerLink (Online service)
Format:	Electronic eBook
Language:	English
Published:	Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
Edition:	1st ed. 2023.
Subjects:	Data structures (Computer science). Information theory. Machine learning. Data Structures and Information Theory. Machine Learning.
Online Access:	https://doi.org/10.1007/978-981-99-1790-7
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