generalized smoothness

3 papers

• Convergence of Clipped SGD on Convex $(L_0,L_1)$-Smooth Functions
• Error Feedback under $(L_0,L_1)$-Smoothness: Normalization and Momentum
• Escaping saddle points without Lipschitz smoothness: the power of nonlinear preconditioning