Spring 2017

Optimization for Machine Learning I

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

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Calvin Lab Auditorium

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 I3.89 MB