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Lecture
Optimization Basics: Linear Algebra, Analysis, Convexity
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Optimality of Convergence Rate: Acceleration in Gradient Descent
Explores the optimality of convergence rate in gradient descent and acceleration techniques for convex and non-convex problems.
