$(l_0

3 papers

• Convergence of Clipped SGD on Convex $(L_0,L_1)$-Smooth Functions
• Escaping saddle points without Lipschitz smoothness: the power of nonlinear preconditioning
• Tight High-Probability Bounds for Nonconvex Heavy-Tailed Scenario under Weaker Assumptions