On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length

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Authors: Jastrzębski, Stanislaw; Kenton, Zachary; Ballas, Nicolas; Fischer, Asja; Bengio, Yoshua; Storkey, Amos

Journal title: Jastrzębski , S , Kenton , Z , Ballas , N , Fischer , A , Bengio , Y & Storkey , A 2019 , ' On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length ' , Paper presented at Seventh International Conference on Learning Representations , New Orleans , United States , 6/05/19 - 9/05/19 .

Journal number: 1

Journal publisher: Seventh International Conference on Learning Representations (2019)

Published year: 2018