Posts by Collection

publications

Analyzing Sharpness along GD Trajectory: Progressive Sharpening and Edge of Stability

Published in 36th Conference on Neural Information Processing Systems (NeurIPS), 2022

Recommended citation: Li, Z., Wang, Z., & Li, J. (2022). Analyzing sharpness along gd trajectory: Progressive sharpening and edge of stability. arXiv preprint arXiv:2207.12678. http://wangzx19.github.io/files/analyzing_sharpness_along_gd_t.pdf

Understanding Edge-of-Stability Training Dynamics With a Minimalist Example

Published in arXiv:2210.03294, 2022

Recommended citation: Zhu, X., Wang, Z., Wang, X., Zhou, M., & Ge, R. (2022). Understanding Edge-of-Stability Training Dynamics with a Minimalist Example. arXiv preprint arXiv:2210.03294. http://wangzx19.github.io/files/EoS_tex_ICLRv2.pdf

talks

Analyzing Sharpness along GD Trajectory: Progressive Sharpening and Edge of Stability

Published: October 23, 2022

Here’s the link of this virtual talk.

Understanding Edge-of-Stability Training Dynamics With a Minimalist Example

Published: November 27, 2022

Slides can be accessed here.

Zixuan Wang

Posts by Collection

publications

Analyzing Sharpness along GD Trajectory: Progressive Sharpening and Edge of Stability

Understanding Edge-of-Stability Training Dynamics With a Minimalist Example

talks

Analyzing Sharpness along GD Trajectory: Progressive Sharpening and Edge of Stability

Understanding Edge-of-Stability Training Dynamics With a Minimalist Example

teaching