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Springer Maximum Entropy and Bayesian Methods Garching 1998 - Workshop Proceedings

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Description

This volume collects the proceedings of the 18th International Workshop on Maximum Entropy and Bayesian Methods, held in Garching, Germany in 1998. Continuing a tradition established by Edwin T. Jaynes and Myron Tribus in 1978, this workshop series brings together researchers and practitioners to exchange ideas on technical aspects and applications of Bayesian probability theory. Originally focused on fundamental concepts, the workshop has evolved to emphasise realistic and challenging applications across diverse fields. This book presents peer-reviewed papers from leading experts, providing insights into advanced methods for statistical inference, decision-making under uncertainty, and machine learning applications. Part of Springer's Fundamental Theories of Physics series (Volume 105), it serves as an essential reference for academics, researchers, and professionals working in probability theory, computational statistics, artificial intelligence, and related disciplines seeking to understand state-of-the-art developments in Bayesian methodology.

Key Features

Contains papers from the 18th International Workshop on Maximum Entropy and Bayesian Methods held in Garching, Germany in 1998.

Part of Springer's Fundamental Theories of Physics series, Volume 105, ensuring academic rigour and peer-reviewed content.

Covers evolution of Bayesian probability theory from foundational concepts to real-world applications in computing and machine learning.

Features contributions from international experts discussing technical advances and practical implementations of maximum entropy and Bayesian methods.

Provides essential reference material for researchers, academics, and professionals in artificial intelligence, statistics, and computational science.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
31 July 1999
Listed Since
15 December 2006

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