Nonconvex Optimization Courses
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube Optimization of Functions with Low Effective Dimensionality
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube Nonconvex Optimization and the Curse of Local Minima - Lessons Learned from Orbital Tomography
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube Proximal Gradient Methods for Nonsmooth Nonconvex Minimax - A Unified Convergence Analysis
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube CCCP is Frank-Wolfe in Disguise - Connecting Optimization Methods
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube Heaviside Composite Optimization and Complementarity Constraints by Progressive Integer Programming
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube The Effect of Parametrization on Nonconvex Optimization Landscapes - Seminar
Instituto de Matemática Pura e Aplicada via YouTube The Power of Nonconvex Optimization in Solving Random Quadratic Systems of Equations - Lecture 1
Georgia Tech Research via YouTube Random Initialization and Implicit Regularization in Nonconvex Statistical Estimation - Lecture 2
Georgia Tech Research via YouTube Inference and Uncertainty Quantification for Noisy Matrix Completion - Lecture 5
Georgia Tech Research via YouTube