Adaptive proximal gradient methods are universal without approximation

Konstantinos A. Oikonomidis, Emanuel Laude, Puya Latafat +2

We show that adaptive proximal gradient methods for convex problems are not restricted to traditional Lipschitzian assumptions. Our analysis reveals that a class of linesearch-free…