Maximum Entropy and Bayesian Methods

Cambridge, England, 1994 Proceedings of the Fourteenth International Workshop on Maximum Entropy and Bayesian Methods

Maximum Entropy and Bayesian Methods
John Skilling, John Skilling, ...
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September 28, 2024 | History

Maximum Entropy and Bayesian Methods

Cambridge, England, 1994 Proceedings of the Fourteenth International Workshop on Maximum Entropy and Bayesian Methods

This volume records the proceedings of the Fourteenth International Workshop on Maximum Entropy and Bayesian Methods, held in Cambridge, England from August 1-5, 1994. Throughout applied science, Bayesian inference is giving high quality results augmented with reliabilities in the form of probability values and probabilistic error bars. Maximum Entropy, with its emphasis on optimally selected results, is an important part of this. Across wide areas of spectroscopy and imagery, it is now realistic to generate clear results with quantified reliability. This power is underpinned with a foundation of solid mathematics. The annual Maximum Entropy Workshops have become the principal focus of developments in the field, and which capture the imaginative research that defines the state of the art in the subject. The breadth of application is seen in the thirty-three papers reproduced here, which are classified into subsections on Basics, Applications, Physics and Neural Networks. Audience: This volume will be of interest to graduate students and researchers whose work involves probability theory, neural networks, spectroscopic methods, statistical thermodynamics and image processing.

Publish Date
Language
English
Pages
323

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Book Details


Classifications

Library of Congress
QA273.A1-274.9QA274-, QA273.A1-274.9, QA274-274.9

The Physical Object

Number of pages
323
Weight
0.545

Edition Identifiers

Open Library
OL34372761M
ISBN 13
9789401065344

Work Identifiers

Work ID
OL20705480W

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