Convex Optimization: Gradient Flow

This lecture covers the concepts of convex sets, convex functions, and epigraphs, emphasizing the importance of minimizing functions within a convex set. The instructor explains the difference between minimizing a function and finding a point where the gradient is zero. The lecture also delves into the significance of continuous processes, such as gradient flow, in studying convergence rates for Lipschitz functions.