Challenge with Large Scale Problems

author: Sören Sonnenburg, Fraunhofer FIRST

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*Slides*
0:00	Large Scale Learning - Challenge
0:29	Outline
0:48	Large Scale Problems
1:33	Our Motivation
2:59	Reasons
3:27	We need a fair comparison!
5:01	Competition
7:05	Datasets
8:18	Time Line
9:05	Setup and Evaluation Criteria
9:40	Evaluation: Time vs. Test Error
10:30	Dataset Size vs. Time
11:02	Dataset Size vs. Test Error
11:43	Adjusted Goals and Evaluation for SVMs
12:11	Adjusted Evaluation for SVMs
12:24	Take part in the Challenge!
12:32	Summary
13:17	- Questions

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