SmoothOut: Smoothing Out Sharp Minima for Generalization in Large-Batch Deep Learning

By Wujie Wen, Yandan Wang, Feng Yan, Cong Xu, Yiran Chen, Hai Helen Li. 2018

8 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Hongchang Gao
2. Heng Huang
3. Jian Pei
4. Jiawei Han
5. Feiping Nie
6. Mohammed J. Zaki
7. Jianyong Wang
8. Jaroslav M. Fowkes

Citations in the corpus

• Demystifying Dropout (2019, background): “Furthermore, SmoothOut (Wen et al., 2018), which injects noise to model parameters of deep neural networks can improve the generalization performance either.”