Lectures related to Duplication of the Cube

Covers differentiable functions, extreme points, and the Lagrange multiplier method for optimization.

Explores the Extra-Gradient method for Primal-dual optimization, covering nonconvex-concave problems, convergence rates, and practical performance.

Emphasizes mathematical rigor, clear communication, and exercise organization in teaching methods.