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Matrix Completion Courses

Analyzing Optimization and Generalization in Deep Learning via Dynamics of Gradient Descent
Simons Institute via YouTube
Implicit Regularization I
Simons Institute via YouTube
Can Non-Convex Optimization Be Robust?
Simons Institute via YouTube
Finding Low-Rank Matrices - From Matrix Completion to Recent Trends
Simons Institute via YouTube
Power of Active Sampling for Unsupervised Learning
Simons Institute via YouTube
Is Optimization the Right Language to Understand Deep Learning? - Sanjeev Arora
Institute for Advanced Study via YouTube
Nonconvex Optimization in Matrix Optimization and Distributionally Robust Optimization
Institute for Pure & Applied Mathematics (IPAM) via YouTube
The Convex Geometry of Blind Deconvolution and Matrix Completion Revisited
Hausdorff Center for Mathematics via YouTube
Generalization in Deep Learning Through the Lens of Implicit Rank Minimization
Hausdorff Center for Mathematics via YouTube
Louis Theran: Rigidity of Random Graphs in Higher Dimensions
Hausdorff Center for Mathematics via YouTube
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