Browsing Center for Brains, Minds & Machines by Author "Mhaskar, H.N."

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    • An analysis of training and generalization errors in shallow and deep networks 

      Mhaskar, H.N.; Poggio, Tomaso (Center for Brains, Minds and Machines (CBMM), arXiv.org, 2019-05-30)
      This paper is motivated by an open problem around deep networks, namely, the apparent absence of overfitting despite large over-parametrization which allows perfect fitting of the training data. In this paper, we analyze ...