論文読み

本・論文
  • Margin-based Ranking and an Equivalence between AdaBoost and RankBoost, JMLR.
    • objective func. と margin 最大化との関連。収束性。
    • bipartite ranking における adaboost と rankboost の等価性 (with threshold)
  • The P-Norm Push: A Simple Convex Ranking Algorithm that Concentrates at the Top of the List, JMLR.
    • rankboost を p-norm で実行。R_{p,1} の true と empirical に関する convergence. push at the top of list.
  • Discriminative Learning Under Covariate Shift, JMLR.
    • covariate shift. generative model, bayesian approach. two-stage approach in optimization.