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 almost 2 years 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