Edinburgh Research Explorer

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

Research output: Contribution to conferencePaper

Standard

On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length. / Jastrzębski, Stanislaw; Kenton, Zachary ; Ballas, Nicolas ; Fischer, Asja; Bengio, Yoshua; Storkey, Amos.

2019. Paper presented at Seventh International Conference on Learning Representations, New Orleans, United States.

Research output: Contribution to conferencePaper

Harvard

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.

APA

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.

Vancouver

Jastrzębski S, Kenton Z, Ballas N, Fischer A, Bengio Y, Storkey A. On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length. 2019. Paper presented at Seventh International Conference on Learning Representations, New Orleans, United States.

Author

Jastrzębski, Stanislaw ; Kenton, Zachary ; Ballas, Nicolas ; Fischer, Asja ; Bengio, Yoshua ; Storkey, Amos. / 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.19 p.