Convex Optimization Courses
The Julia Programming Language via YouTube New Perspectives for Higher-order Methods in Convex Optimization
Institute for Mathematical Sciences via YouTube Set-limited Functions and Polynomial-time Interior-point Methods
Institute for Mathematical Sciences via YouTube Primal-Dual Optimization Methods for Robust Machine Learning
Institute for Mathematical Sciences via YouTube Optimization in Theory and Practice
Institute for Mathematical Sciences via YouTube Optimal Transport for Distributionally Robust Optimization and Applications in Machine Learning
VinAI via YouTube Stochastic Gradient Descent Methods with Biased Estimators
VinAI via YouTube Towards Robustness Against Natural Language Adversarial Attacks
VinAI via YouTube Online Optimization Meets Federated Learning - Tutorial
Uncertainty in Artificial Intelligence via YouTube Sketching Semidefinite Programs for Super-Resolution Problems
Institut des Hautes Etudes Scientifiques (IHES) via YouTube