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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Άλλοι συγγραφείς: Opper, Manfred (επιμελητής.), Saad, David (επιμελητής.)
Μορφή: Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cambridge, Mass. : MIT Press, c2001.
Σειρά:Neural information processing series
Θέματα:
Διαθέσιμο Online:http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=62618
Περιγραφή
Περίληψη:"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.
Φυσική περιγραφή:1 ηλεκτρονική πηγή (xiii, 273 σ.) : εικ.
Βιβλιογραφία:Includes bibliographical references.
ISBN:0585417725
9780585417721
0262281058
9780262281058
0262150549
9780262150545