The Power of First-Order Smooth Optimization for Black-Box Non-Smooth Problems
Paper
•
2201.12289
•
Published
Farshed Abdukhakimov
afarshed
·
AI & ML interests
None yet
Organizations
authored
4
papers
over 1 year ago
Stochastic Gradient Descent with Preconditioned Polyak Step-size
Paper
•
2310.02093
•
Published
Damped Newton Method with Near-Optimal Global $\mathcal {O}\left(k^{-3} \right)$ Convergence Rate
Paper
•
2405.18926
•
Published
SANIA: Polyak-type Optimization Framework Leads to Scale Invariant Stochastic Algorithms
Paper
•
2312.17369
•
Published