• A Bayesian View of Boosting and Its Extension 

      Bobick, Aaron F.; Essa, Irfan A.; Shi, Yifan (Georgia Institute of Technology, 2005)
      In this paper, we provide a Bayesian perspective of boosting framework, which we refer to as Bayesian Integration. Through this perspective, we prove the standard ADABOOST is a special case of the naive Bayesian tree with ...