Видео с ютуба Convex And Nonconvex Optimization

What Is Mathematical Optimization?

Nicolas Boumal (EPFL-CIS): "Non-convex optimization when the solution is not unique..."

Optimization vs Loss function | Convex Optimization

Convex problems

AI4OPT Seminar Series: Developments on Optimization Algorithms for Convex and Nonconvex Optimization

Algorithmic Tools for Smooth Nonconvex Optimization

Francis Bach (Inria) - Convex and non convex optimization for machine learning

Prof. Nicolas Boumal - “Geometry and symmetry in non-convex optimization” GTKYN Seminar Series

Particle-based methods for non-convex optimization

Non convex Optimization

Difference between convex & non-convex cost function; what happens when cost function is non-convex?

Convex Optimization Basics

Hidden convexity in nonconvex optimization

Understanding non-convex optimization for sparse coding

Convex Optimization

Distributed Randomized Algorithms for Convex and Non-Convex Optimization

Three examples of easy non convex optimizations

Computationally Efficient Alternatives to Nonconvex-Nonconcave Min-Max Optimization