2 papers
math.OC2024
An Adaptive Proximal ADMM for Nonconvex Linearly Constrained Composite Programs
Leandro Farias Maia, David H. Gutman, Renato D. C. Monteiro +1
This paper develops an adaptive proximal alternating direction method of multipliers (ADMM) for solving linearly constrained, composite optimization problems under the assumption t…
math.OC2024
The Randomized Block Coordinate Descent Method in the Hölder Smooth Setting
Leandro Farias Maia, David Huckleberry Gutman
This work provides the first convergence analysis for the Randomized Block Coordinate Descent method for minimizing a function that is both Hölder smooth and block Hölder smooth. O…