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Lecture
The Trouble with Quadratic Penalties: ALM as a Fix
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Optimization Techniques: Convexity and Algorithms in Machine Learning
Covers optimization techniques in machine learning, focusing on convexity, algorithms, and their applications in ensuring efficient convergence to global minima.
