Erratum: SGDQN is Less Careful than Expected

نویسندگان

  • Antoine Bordes
  • Léon Bottou
  • Patrick Gallinari
  • Jonathan Chang
  • S. Alex Smith
چکیده

The SGD-QN algorithm described in (Bordes et al., 2009) contains a subtle flaw that prevents it from reaching its design goals. Yet the flawed SGD-QN algorithm has worked well enough to be a winner of the first Pascal Large Scale Learning Challenge (Sonnenburg et al., 2008). This document clarifies the situation, proposes a corrected algorithm, and evaluates its performance.

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عنوان ژورنال:
  • Journal of Machine Learning Research

دوره 11  شماره 

صفحات  -

تاریخ انتشار 2010