Browsing Sloan School of Management by Subject "Remote sensing"

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    • Noisy Independent Factor Analysis Model for Density Estimation and Classification 

      Amato, U.; Antoniadis, A.; Samarov, A.; Tsybakov, A.B. (Cambridge, MA; Alfred P. Sloan School of Management, Massachusetts Institute of Technology, 2009-06-09)
      We consider the problem of multivariate density estimation when the unknown density is assumed to follow a particular form of dimensionality reduction, a noisy independent factor analysis (IFA) model. In this model the ...