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Convex Functions Courses

Convex Optimization
Stanford University via edX
Non Linear Programming
NIOS via YouTube
A Primer to Mathematical Optimization
Indian Institute of Technology (BHU) Varanasi via Swayam
Gradient Descent and Stochastic Gradient Descent
Paul Hand via YouTube
Operator Scaling via Geodesically Convex Optimization, Invariant Theory and Polynomial Identity Testing - Yuanzhi Li
Institute for Advanced Study via YouTube
A Lower Bound for Parallel Submodular Minimization
Association for Computing Machinery (ACM) via YouTube
Stochastic Gradient Descent and Machine Learning - Lecture 1
International Centre for Theoretical Sciences via YouTube
Enlargements - A Bridge Between Maximal Monotonicity and Convexity
International Mathematical Union via YouTube
Hajime Ishihara - The Constructive Hahn Banach Theorem, Revisited
Hausdorff Center for Mathematics via YouTube
An Overview on a Young Research Topic - Valuations on Spaces of Functions
Hausdorff Center for Mathematics via YouTube
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