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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge, Mass. :
MIT Press,
©2001.
|
| Colección: | Neural information processing series.
|
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 245 | 0 | 0 | |a Advanced mean field methods : |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 resource (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 | ||
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| 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 | |
| 588 | 0 | |a Print version record. | |
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Mean field theory. | |
| 650 | 6 | |a Théorie de champ moyen. | |
| 650 | 7 | |a SCIENCE |x Physics |x Mathematical & Computational. |2 bisacsh | |
| 650 | 0 | 7 | |a Mean field theory. |2 cct |
| 650 | 7 | |a Mean field theory. |2 fast |0 (OCoLC)fst01013145 | |
| 650 | 7 | |a Mean-Field-Theorie |2 gnd | |
| 650 | 7 | |a Aufsatzsammlung |2 gnd | |
| 650 | 1 | 7 | |a Neurale netwerken. |2 gtt |
| 650 | 1 | 7 | |a Informatieverwerking (computer) |2 gtt |
| 650 | 1 | 7 | |a Numerieke methoden. |2 gtt |
| 650 | 1 | 7 | |a Fase-overgangen. |2 gtt |
| 650 | 7 | |a Mecânica estatística. |2 larpcal | |
| 650 | 7 | |a Física matemática. |2 larpcal | |
| 653 | |a COMPUTER SCIENCE/Machine Learning & Neural Networks | ||
| 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. | |
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