Spring 2017

Optimization for Machine Learning II

Monday, January 23rd, 2017 11:00 am12:00 pm

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In this tutorial we'll survey the optimization viewpoint to learning. We will cover optimization-based learning frameworks, such as online learning and online convex optimization. These will lead us to describe some of the most commonly used algorithms for training machine learning models. 

PDF icon Optimization for Machine Learning II2.18 MB