research
∙
11/08/2021
Inertial Newton Algorithms Avoiding Strict Saddle Points
We study the asymptotic behavior of second-order algorithms mixing Newto...
research
∙
03/05/2021
Second-order step-size tuning of SGD for non-convex optimization
In view of a direct and simple improvement of vanilla SGD, this paper pr...
research
∙
05/29/2019