2 papers
cs.LG2025
Convergence of optimizers implies eigenvalues filtering at equilibrium
Jerome Bolte, Quoc-Tung Le, Edouard Pauwels
Ample empirical evidence in deep neural network training suggests that a variety of optimizers tend to find nearly global optima. In this article, we adopt the reversed perspective…
math.OC2022
The Iterates of the Frank-Wolfe Algorithm May Not Converge
Jérôme Bolte, Cyrille W. Combettes, Édouard Pauwels
The Frank-Wolfe algorithm is a popular method for minimizing a smooth convex function over a compact convex set . While many convergence results have been derived…