Adam-SHANG: A Convergent Adam-Type Method for Stochastic Smooth Convex Optimization
DGX agentarXiv:2605.12878v1 Announce Type: cross Abstract: We propose Adam-SHANG, a Lyapunov-guided Adam-type method that couples momentum, adaptive preconditioning, and a curvature-aware correction through a