| Presentation | 2007-03-05 ON THE CONVERGENCE OF ITERATIVE ESTIMATION ALGORITHMS OPERATING ON GRAPHICAL MODELS Justin Dauwels, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The convergence and stability properties of several message-passing estimation algorithms that operate on factor graphs are investigated, i.e., (generalized) expectation maximization, gradient methods, and iterated conditional modes. |
| Keyword(in Japanese) | (See Japanese page) |
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| Paper # | CAS2006-81,SIP2006-182,CS2006-98 |
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| Committee | CS |
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| Conference Date | 2007/2/26(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Communication Systems (CS) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | ON THE CONVERGENCE OF ITERATIVE ESTIMATION ALGORITHMS OPERATING ON GRAPHICAL MODELS |
| Sub Title (in English) | |
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| 1st Author's Name | Justin Dauwels |
| 1st Author's Affiliation | Amari Research Unit, RIKEN Brain Science Institute() |
| Date | 2007-03-05 |
| Paper # | CAS2006-81,SIP2006-182,CS2006-98 |
| Volume (vol) | vol.106 |
| Number (no) | 571 |
| Page | pp.pp.- |
| #Pages | 6 |
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