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Lecture
Proximal Gradient Descent: Optimization Techniques in Machine Learning
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Non-Convex Optimization: Techniques and Applications
Covers non-convex optimization techniques and their applications in machine learning.
Stochastic Gradient Descent
Explores stochastic gradient descent optimization and the Mean-Field Method in neural networks.
