• DocumentCode
    2267533
  • Title

    Expectation maximization as message passing

  • Author

    Dauwels, Justin ; Korl, Sascha ; Loeliger, Hans-Andrea

  • Author_Institution
    Dept. of Inf. Technol. & Electr. Eng., ETH, Zurich
  • fYear
    2005
  • fDate
    4-9 Sept. 2005
  • Firstpage
    583
  • Lastpage
    586
  • Abstract
    Based on prior work by Eckford, it is shown how expectation maximization (EM) may be viewed, and used, as a message passing algorithm in factor graphs
  • Keywords
    expectation-maximisation algorithm; graph theory; message passing; expectation maximization; factor graphs; message passing algorithm; Convergence; Filtering algorithms; Graphical models; Information technology; Kalman filters; Message passing; Modeling; Parameter estimation; Particle filters; Signal processing algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2005. ISIT 2005. Proceedings. International Symposium on
  • Conference_Location
    Adelaide, SA
  • Print_ISBN
    0-7803-9151-9
  • Type

    conf

  • DOI
    10.1109/ISIT.2005.1523402
  • Filename
    1523402
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2267533