Advanced mean field methods : theory and practice /
| Outros Autores: | , |
|---|---|
| Formato: | Licensed eBooks |
| Idioma: | inglês |
| Publicado em: |
Cambridge, Mass. :
MIT Press,
©2001.
|
| Colecção: | Neural information processing series.
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| Acesso em linha: | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=62618 |
Sumário:
- 1. 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. Mean Field Theory for Graphical Models / Hilbert J. Kappen and Wim J. Wiegerinck
- 5. The TAP Approach to Intensive and Extensive Connectivity Systems / Yoshiyuki Kabashima and David Saad
- 6. TAP For Parity Check Error Correcting Codes / David Saad, Yoshiyuki Kabashima and Renato Vicente
- 7. Adaptive TAP Equations / Manfred Opper and Ole Winther
- 8. Mean-field Theory of Learning: From Dynamics to Statics / K.Y. Michael Wong, S. Li and Peixun Luo.