Advanced mean field methods theory and practice

"Bringing together ideas and techniques from diverse disciplines, this book covers the theoretical foundations of advanced mean field methods, explores the relation between the different approaches, examines the quality of the approximation obtained, and demonstrates their application to variou...

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Bibliographic Details
Other Authors: Opper, Manfred., Saad, David.
Format: eBook
Language: English
Published: Cambridge, Mass. : MIT Press, ©2001.
Series: Neural information processing series.
Subjects:
Mean field theory.
elektronické knihy
electronic books
ISBN: 9780262281058
Physical Description: 1 online zdroj (xiii, 273 pages) : illustrations.

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Table of contents

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020 |a 9780262281058  |q (ebook) 
035 |a (OCoLC)50413963  |z (OCoLC)827009794  |z (OCoLC)880192964 
040 |a N$T  |b eng  |e pn  |c N$T  |d OCLCQ  |d YDXCP  |d OCLCQ  |d IEEEE  |d ZCU  |d OCLCF  |d OCLCQ  |d SLY  |d OCLCO 
245 0 0 |a Advanced mean field methods  |h [elektronický zdroj] :  |b theory and practice /  |c edited by Manfred Opper and David Saad. 
260 |a Cambridge, Mass. :  |b MIT Press,  |c ©2001. 
300 |a 1 online zdroj (xiii, 273 pages) :  |b illustrations. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Neural information processing series 
504 |a Includes bibliographical references. 
505 0 0 |g 1.  |t Introduction /  |r Manfred Opper and David Saad --  |g 2.  |t From Naive Mean Field Theory to the TAP Equations /  |r Manfred Opper and Ole Winther --  |g 3.  |t An Idiosyncratic Journey Beyond Mean Field Theory /  |r Jonathan S. Yedidia --  |g 4.  |t Mean Field Theory for Graphical Models /  |r Hilbert J. Kappen and Wim J. Wiegerinck --  |g 5.  |t The TAP Approach to Intensive and Extensive Connectivity Systems /  |r Yoshiyuki Kabashima and David Saad --  |g 6.  |t TAP For Parity Check Error Correcting Codes /  |r David Saad, Yoshiyuki Kabashima and Renato Vicente --  |g 7.  |t Adaptive TAP Equations /  |r Manfred Opper and Ole Winther --  |g 8.  |t Mean-field Theory of Learning: From Dynamics to Statics /  |r K.Y. Michael Wong, S. Li and Peixun Luo. 
520 1 |a "Bringing together ideas and techniques from diverse disciplines, this book covers the theoretical foundations of advanced mean field methods, explores the relation between the different approaches, examines the quality of the approximation obtained, and demonstrates their application to various areas of probabilistic modeling."--Jacket. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
650 0 |a Mean field theory. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Opper, Manfred. 
700 1 |a Saad, David. 
776 0 8 |i Print version:  |t Advanced mean field methods.  |d Cambridge, Mass. : MIT Press, ©2001  |z 0262150549  |w (DLC) 00053322  |w (OCoLC)45325073 
830 0 |a Neural information processing series. 
856 4 0 |u https://proxy.k.utb.cz/login?url=http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267422  |y Plný text 
992 |a BK  |c EBOOK-TN  |c MITPRESS 
999 |c 74737  |d 74737 
993 |x NEPOSILAT  |y EIZ 

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