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Stochastic Gradient Descent Courses

The Long-Run Distribution of Stochastic Gradient Descent: A Large Deviations Approach
Erwin Schrödinger International Institute for Mathematics and Physics (ESI) via YouTube
Non-convex SGD and Lojasiewicz-type Conditions for Deep Learning
Centre International de Rencontres Mathématiques via YouTube
Deep Learning Essentials
University of Pennsylvania via Coursera
Methods of Optimization in Machine Learning
NashKnolX via YouTube
Foundations of Deep Learning and Neural Networks
Packt via Coursera
Where Does Negative Transfer Come From? On the Implicit Bias of SGD in Multi-Task Learning
Center for Language & Speech Processing(CLSP), JHU via YouTube
Gaussian Differential Privacy
BIMSA via YouTube
Haskell for Choice-Based Learning in Machine Learning Programming
ACM SIGPLAN via YouTube
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