Outline GD for Smooth Optimization Smooth and Convex Functions Smooth and Strongly Convex Functions Nesterov's Accelerated GD Extension to Composite Optimization Advanced Optimization(Fall 2023) Lecture 4.Gradient Descent Method II 2Advanced Optimization (Fall 2023) Lecture 4. Gradient Descent Method II 2 Outline • GD for Smooth Optimization • Smooth and Convex Functions • Smooth and Strongly Convex Functions • Nesterov’s Accelerated GD • Extension to Composite Optimization