Browsing CSAIL Digital Archive by Author "Barla, Annalisa"

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    • Multi-Output Learning via Spectral Filtering 

      Baldassarre, Luca; Rosasco, Lorenzo; Barla, Annalisa; Verri, Alessandro (2011-01-24)
      In this paper we study a class of regularized kernel methods for vector-valued learning which are based on filtering the spectrum of the kernel matrix. The considered methods include Tikhonov regularization as a special ...