Lectures related to Convex Optimization

Algebraic Structures: Groups and Rings Log in to Mediaspace to watch this video

Covers groups, rings, number theory, atomic bonds, and materials structure, setting the foundation for further exploration.

Advanced Analysis II: Multi-Index and Taylor Formula Log in to Mediaspace to watch this video

Explores multi-index, Taylor formula, partial derivatives, and remainders estimation in Taylor series.

Convex Optimization Tutorial: KKT Conditions Log in to Mediaspace to watch this video

Explores KKT conditions in convex optimization, covering dual problems, logarithmic constraints, least squares, matrix functions, and suboptimality of covering ellipsoids.