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Statistical Mechanics of Distributed Information Systems

15–18 Jul 2007
Europe/Stockholm timezone

Session

Decoding dynamics

16 Jul 2007, 09:00

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  1. 3. ML decoding via mixed-integer adaptive linear programming
    Prof. Jonathan Yedidia (Mitsubishi Electric)
    16/07/2007, 09:00
  2. 6. Fountain Codes
    Prof. Amin Shokrollahi (EPFL)
    16/07/2007, 10:30
  3. 5. Loop Calculus for Graphical Models of Statistical Inference
    Prof. Misha Chertkov (LANL)
    16/07/2007, 11:30
    Loop Calculus introduced in [Chertkov, Chernyak '06] constitutes a new theoretical tool that expresses explicitly the symbol Maximum-A-Posteriori solution of a general statistical inference problem via a solution of the Belief Propagation, or Bethe-Pieirls, equations. This finding brought a new significance to the BP concept, which in the past was thought of as just a...
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