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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Condition: New.
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Variational Bayesian Learning Theory (Paperback or Softback)
Language: English
Published by Cambridge University Press 2/6/2025, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Paperback or Softback. Condition: New. Variational Bayesian Learning Theory. Book.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Condition: New.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Condition: As New. Unread book in perfect condition.
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Variational Bayesian Learning Theory (Paperback)
Language: English
Published by Cambridge University Press, Cambridge, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Paperback. Condition: new. Paperback. Variational Bayesian learning is one of the most popular methods in machine learning. Designed for researchers and graduate students in machine learning, this book summarizes recent developments in the non-asymptotic and asymptotic theory of variational Bayesian learning and suggests how this theory can be applied in practice. The authors begin by developing a basic framework with a focus on conjugacy, which enables the reader to derive tractable algorithms. Next, it summarizes non-asymptotic theory, which, although limited in application to bilinear models, precisely describes the behavior of the variational Bayesian solution and reveals its sparsity inducing mechanism. Finally, the text summarizes asymptotic theory, which reveals phase transition phenomena depending on the prior setting, thus providing suggestions on how to set hyperparameters for particular purposes. Detailed derivations allow readers to follow along without prior knowledge of the mathematical techniques specific to Bayesian learning. Designed for researchers and graduate students in machine learning, this book introduces the theory of variational Bayesian learning, a popular machine learning method, and suggests how to make use of it in practice. Detailed derivations allow readers to follow along without prior knowledge of the specific mathematical techniques. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Condition: New.
-
Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Condition: New.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, GB, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Seller: Rarewaves.com USA, London, LONDO, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: New. Variational Bayesian learning is one of the most popular methods in machine learning. Designed for researchers and graduate students in machine learning, this book summarizes recent developments in the non-asymptotic and asymptotic theory of variational Bayesian learning and suggests how this theory can be applied in practice. The authors begin by developing a basic framework with a focus on conjugacy, which enables the reader to derive tractable algorithms. Next, it summarizes non-asymptotic theory, which, although limited in application to bilinear models, precisely describes the behavior of the variational Bayesian solution and reveals its sparsity inducing mechanism. Finally, the text summarizes asymptotic theory, which reveals phase transition phenomena depending on the prior setting, thus providing suggestions on how to set hyperparameters for particular purposes. Detailed derivations allow readers to follow along without prior knowledge of the mathematical techniques specific to Bayesian learning.
-
Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
paperback. Condition: New.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
£ 44.60
£ 11.98 shipping
Ships from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: New. In.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Condition: New.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Seller: Kennys Bookshop and Art Galleries Ltd., Galway, GY, Ireland
Seller rating 5 out of 5 stars
Condition: New. 2025. paperback. . . . . .
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Condition: New. 2025. paperback. . . . . . Books ship from the US and Ireland.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Paperback. Condition: Brand New. 559 pages. 6.00x1.25x9.00 inches. In Stock.
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International EditionPaperback. Condition: New. Brand New! Fast Delivery "International Edition " and ship within 24-48 hours. Deliver by FedEx and Dhl, & Aramex, UPS, & USPS and we do accept APO and PO BOX Addresses. Order can be delivered worldwide within 4-6 Working days .and we do have flat rate for up to 2LB. Extra shipping charges will be requested This Item May be shipped from India, United states & United Kingdom. Depending on your location and availability.
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VARIATIONAL BAYESIAN LEARNING THEORY
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Condition: NEW.
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Variational Bayesian Learning Theory (Paperback)
Language: English
Published by Cambridge University Press, Cambridge, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Paperback. Condition: new. Paperback. Variational Bayesian learning is one of the most popular methods in machine learning. Designed for researchers and graduate students in machine learning, this book summarizes recent developments in the non-asymptotic and asymptotic theory of variational Bayesian learning and suggests how this theory can be applied in practice. The authors begin by developing a basic framework with a focus on conjugacy, which enables the reader to derive tractable algorithms. Next, it summarizes non-asymptotic theory, which, although limited in application to bilinear models, precisely describes the behavior of the variational Bayesian solution and reveals its sparsity inducing mechanism. Finally, the text summarizes asymptotic theory, which reveals phase transition phenomena depending on the prior setting, thus providing suggestions on how to set hyperparameters for particular purposes. Detailed derivations allow readers to follow along without prior knowledge of the mathematical techniques specific to Bayesian learning. Designed for researchers and graduate students in machine learning, this book introduces the theory of variational Bayesian learning, a popular machine learning method, and suggests how to make use of it in practice. Detailed derivations allow readers to follow along without prior knowledge of the specific mathematical techniques. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2019
ISBN 10: 1107076153 ISBN 13: 9781107076150
Condition: Very good.
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Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Variational Bayesian learning is one of the most popular methods in machine learning. Designed for researchers and graduate students in machine learning, this book summarizes recent developments in the non-asymptotic and asymptotic theory of variational Bayesian learning and suggests how this theory can be applied in practice. The authors begin by developing a basic framework with a focus on conjugacy, which enables the reader to derive tractable algorithms. Next, it summarizes non-asymptotic theory, which, although limited in application to bilinear models, precisely describes the behavior of the variational Bayesian solution and reveals its sparsity inducing mechanism. Finally, the text summarizes asymptotic theory, which reveals phase transition phenomena depending on the prior setting, thus providing suggestions on how to set hyperparameters for particular purposes. Detailed derivations allow readers to follow along without prior knowledge of the mathematical techniques specific to Bayesian learning.
-
Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, GB, 2025
ISBN 10: 1107430763 ISBN 13: 9781107430761
Paperback. Condition: New. Variational Bayesian learning is one of the most popular methods in machine learning. Designed for researchers and graduate students in machine learning, this book summarizes recent developments in the non-asymptotic and asymptotic theory of variational Bayesian learning and suggests how this theory can be applied in practice. The authors begin by developing a basic framework with a focus on conjugacy, which enables the reader to derive tractable algorithms. Next, it summarizes non-asymptotic theory, which, although limited in application to bilinear models, precisely describes the behavior of the variational Bayesian solution and reveals its sparsity inducing mechanism. Finally, the text summarizes asymptotic theory, which reveals phase transition phenomena depending on the prior setting, thus providing suggestions on how to set hyperparameters for particular purposes. Detailed derivations allow readers to follow along without prior knowledge of the mathematical techniques specific to Bayesian learning.
-
Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2019
ISBN 10: 1107076153 ISBN 13: 9781107076150
Condition: New.
-
Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2019
ISBN 10: 1107076153 ISBN 13: 9781107076150
Condition: New.
-
Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2019
ISBN 10: 1107076153 ISBN 13: 9781107076150
Condition: As New. Unread book in perfect condition.
-
Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2019
ISBN 10: 1107076153 ISBN 13: 9781107076150
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
£ 132.63
£ 11.98 shipping
Ships from United Kingdom to U.S.A.Quantity: Over 20 available
Add to basketCondition: New. In.
-
Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2019
ISBN 10: 1107076153 ISBN 13: 9781107076150
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New.
-
Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press, 2019
ISBN 10: 1107076153 ISBN 13: 9781107076150
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition.
-
Variational Bayesian Learning Theory
Language: English
Published by Cambridge University Press CUP, 2019
ISBN 10: 1107076153 ISBN 13: 9781107076150
Condition: New.
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Hardcover. Condition: Brand New. 543 pages. 9.50x6.50x1.25 inches. In Stock.
