17 citations · 48 across the 4 of their papers we have counts for
4 papers
On the Complexity of Deterministic Nonsmooth and Nonconvex Optimization
Michael I. Jordan, Tianyi Lin, Manolis Zampetakis
In this paper, we present several new results on minimizing a nonsmooth and nonconvex function under a Lipschitz condition. Recent work shows that while the classical notion of Cla…
Ferromagnetic resonance study of composite Co/Ni - FeCoB free layers with perpendicular anisotropy
T. Devolder, E. Liu, J. Swerts +6
We study the properties of composite free layers with perpendicular anisotropy. The free layers are made of a soft FeCoB layer ferromagnetically coupled by a variable spacer (Ta, W…
On the Global Linear Convergence of the ADMM with Multi-Block Variables
Tianyi Lin, Shiqian Ma, Shuzhong Zhang
The alternating direction method of multipliers (ADMM) has been widely used for solving structured convex optimization problems. In particular, the ADMM can solve convex programs t…
On the Sublinear Convergence Rate of Multi-Block ADMM
Tianyi Lin, Shiqian Ma, Shuzhong Zhang
The alternating direction method of multipliers (ADMM) is widely used in solving structured convex optimization problems. Despite of its success in practice, the convergence proper…