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Lecture
Trust Region Methods: Coming up with the Algorithm
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TR global convergence (end) + CG
Covers the trust-region method and introduces the truncated conjugate gradients method.
Faster Gradient Descent: Projected Optimization Techniques
Covers faster gradient descent methods and projected gradient descent for constrained optimization in machine learning.