On the Convergence of a Family of Robust Losses for Stochastic Gradient Descent

Bo Han, Ivor W. Tsang, Ling Chen. On the Convergence of a Family of Robust Losses for Stochastic Gradient Descent. In Paolo Frasconi, Niels Landwehr, Giuseppe Manco, Jilles Vreeken, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part I. Volume 9851 of Lecture Notes in Computer Science, pages 665-680, Springer, 2016. [doi]

Abstract

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