Browsing by Keywords "Context tree"

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    • Competitive and online piecewise linear classification 

      Özkan, Hüseyin; Donmez, M.A.; Pelvan O.S.; Akman, A.; Kozat, Süleyman S. (IEEE, 2013)
      In this paper, we study the binary classification problem in machine learning and introduce a novel classification algorithm based on the 'Context Tree Weighting Method'. The introduced algorithm incrementally learns a ...

    • Linear MMSE-optimal turbo equalization using context trees 

      Kim, K.; Kalantarova, N.; Kozat, S. S.; Singer, A. C. (IEEE, 2013)
      Formulations of the turbo equalization approach to iterative equalization and decoding vary greatly when channel knowledge is either partially or completely unknown. Maximum aposteriori probability (MAP) and minimum ...