Talks
Spring 2017

Optimization for Machine Learning I

Monday, January 23rd, 2017 9:30 am10:30 am

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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. 

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PDF icon Optimization for Machine Learning I3.89 MB