Convex OptimizationIntroduces the fundamentals of convex optimization, emphasizing the significance of convex functions in simplifying the minimization process.
Convex Optimization: ExercisesCovers exercises on convex optimization, focusing on formulating and solving optimization problems using YALMIP and solvers like GUROBI and MOSEK.
Projected Gradient DescentExplores convex constrained optimization through Projected Gradient Descent, focusing on tangent space and iterative minimization.