Adaptive Gradient Methods for Some Classes of Non-Smooth Optimization Problems

Fedor Stonyakin

We propose several adaptive algorithmic methods for problems of non-smooth convex optimization. The first of them is based on a special artificial inexactness. Namely, the concept…