10 citations · 20 across the 5 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
math.NA2023
Convergence Analysis for Restarted Anderson Mixing and Beyond
Fuchao Wei, Chenglong Bao, Yang Liu +1
Anderson mixing (AM) is a classical method that can accelerate fixed-point iterations by exploring historical information. Despite the successful application of AM in scientific co…
cs.LG2023★ 3 cited
A Closer Look at the Adversarial Robustness of Deep Equilibrium Models
Zonghan Yang, Tianyu Pang, Yang Liu
Deep equilibrium models (DEQs) refrain from the traditional layer-stacking paradigm and turn to find the fixed point of a single layer. DEQs have achieved promising performance on…