Minimum sharpness: Scale-invariant parameter-robustness of neural networks

23 June 2021

Papers citing "Minimum sharpness: Scale-invariant parameter-robustness of neural networks"

7 / 7 papers shown

Title
On Statistical Properties of Sharpness-Aware Minimization: Provable Guarantees Kayhan Behdin Rahul Mazumder 34 6 0 23 Feb 2023
mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization Kayhan Behdin Qingquan Song Aman Gupta S. Keerthi Ayan Acharya Borja Ocejo Gregory Dexter Rajiv Khanna D. Durfee Rahul Mazumder AAML 18 7 0 19 Feb 2023
Improved Deep Neural Network Generalization Using m-Sharpness-Aware Minimization Kayhan Behdin Qingquan Song Aman Gupta D. Durfee Ayan Acharya S. Keerthi Rahul Mazumder AAML 23 5 0 07 Dec 2022
Exponential escape efficiency of SGD from sharp minima in non-stationary regime Hikaru Ibayashi Masaaki Imaizumi 26 4 0 07 Nov 2021
BN-invariant sharpness regularizes the training model to better generalization Mingyang Yi Huishuai Zhang Wei Chen Zhi-Ming Ma Tie-Yan Liu 22 3 0 08 Jan 2021
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 281 2,889 0 15 Sep 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,835 0 08 Jul 2016