Gradient descent
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Convex Optimization
Delivered by Rolina Wu on Friday October 28, 2016
This talk will introduce the basics for Convex Optimization, several popular optimization algorithms, and the application for convex optimization in Machine Learning.
Boyd and Vandenberghe, 2004 will be used for reference.