000 02380nam a2200505 i 4500
001 6267422
003 IEEE
005 20190220121647.0
006 m o d
007 cr |n|||||||||
008 151223s2001 maua ob 001 eng d
020 _a9780262281058
_qebook
020 _z0585417725
_qelectronic
020 _z9780585417721
_qelectronic
020 _z0262281058
_qelectronic
020 _z9780262150545
_qprint
035 _a(CaBNVSL)mat06267422
035 _a(IDAMS)0b000064818b4416
040 _aCaBNVSL
_beng
_erda
_cCaBNVSL
_dCaBNVSL
050 4 _aQC174.85.M43
_bA38 2001eb
245 0 0 _aAdvanced mean field methods :
_btheory and practice /
_cedited by Manfred Opper and David Saad.
264 1 _aCambridge, Massachusetts :
_bMIT Press,
_cc2001.
264 2 _a[Piscataqay, New Jersey] :
_bIEEE Xplore,
_c[2001]
300 _a1 PDF (xiii, 273 pages) :
_billustrations.
336 _atext
_2rdacontent
337 _aelectronic
_2isbdmedia
338 _aonline resource
_2rdacarrier
490 1 _aNeural information processing series
504 _aIncludes bibliographical references.
505 0 _a1. Introduction / Manfred Opper and David Saad -- 2. From Naive Mean Field Theory to the TAP Equations / Manfred Opper and Ole Winther -- 3. An Idiosyncratic Journey Beyond Mean Field Theory / Jonathan S. Yedidia -- 4.
506 1 _aRestricted to subscribers or individual electronic text purchasers.
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."--BOOK JACKET.
530 _aAlso available in print.
538 _aMode of access: World Wide Web
588 _aDescription based on PDF viewed 12/23/2015.
650 0 _aMean field theory.
655 0 _aElectronic books.
700 1 _aSaad, David.
700 1 _aOpper, Manfred.
710 2 _aIEEE Xplore (Online Service),
_edistributor.
710 2 _aMIT Press,
_epublisher.
776 0 8 _iPrint version
_z9780262150545
830 0 _aNeural information processing series.
856 4 2 _3Abstract with links to resource
_uhttp://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6267422
999 _c39335
_d39335