A Clipped Trip: the Dynamics of SGD with Gradient Clipping in High-Dimensions. - Noah Marshall; Ke Liang Xiao; Atish Agarwala; Elliot Paquette (CoRR, 2024)

Exact Risk Curves of signSGD in High-Dimensions: Quantifying Preconditioning and Noise-Compression Effects. - Ke Liang Xiao; Noah Marshall; Atish Agarwala; Elliot Paquette (CoRR, 2024)

To Clip or not to Clip: the Dynamics of SGD with Gradient Clipping in High-Dimensions. - Noah Marshall; Ke Liang Xiao; Atish Agarwala; Elliot Paquette (ICLR, 2025)