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Material Detail

Graphical Models for HIV Vaccine Design

Graphical Models for HIV Vaccine Design

This video was recorded at 24th Annual International Conference on Machine Learning (ICML), Corvallis 2007. I will discuss two applications of graphical models to HIV vaccine design. The first helps determine how strongly our immune system fights HIV. The second helps identify which parts of HIV can be successfully attacked by our immune system. I will also discuss how these applications have exposed a weakness in the process of learning graphical models from data---namely, the inability to quantify how many arcs in a learned graphical model are spurious. I will offer a solution based on the False Discovery Rate.
Keywords:
videolectures, ocwc, oec
Disciplines:
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More about this material

Material Type:
Presentation
Date Added to MERLOT:
February 8, 2015
Date Modified in MERLOT:
February 8, 2015
Author:
Submitter:
The Open Education Consortium
Primary Audience:
College General Ed, College Lower Division, College Upper Division
Technical Format:
Video
Mobile Compatibility:
Not specified at this time
Language:
English
Cost Involved:
No
Source Code Available:
No
Creative Commons:
Creative Commons License
This work is licensed under a Attribution-NonCommercial-NoDerivs 3.0 United States

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