Hessian-aware scalar scalings of the gradient yield a local unit step size guarantee and global convergence under weakened smoothness assumptions.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.OC 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
First-ish Order Methods: Hessian-aware Scalings of Gradient Descent
Hessian-aware scalar scalings of the gradient yield a local unit step size guarantee and global convergence under weakened smoothness assumptions.