Browsing CBMM Memo Series by Author "De La Torre, Fernanda"

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    • Cross-validation Stability of Deep Networks 

      Banburski, Andrzej; De La Torre, Fernanda; Plant, Nishka; Shastri, Ishana; Poggio, Tomaso (Center for Brains, Minds and Machines (CBMM), 2021-02-09)
      Recent theoretical results show that gradient descent on deep neural networks under exponential loss functions locally maximizes classification margin, which is equivalent to minimizing the norm of the weight matrices under ...