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NIPS ´08 Workshop: Structured Input - Structured Output

Graphical Multi-Task Learning

author:Daniel Sheldon, Cornell University
published: Dec. 20, 2008, recorded: December 2008, views: 41

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Slides

Slides
0:00	Graphical Multi-Task Learning
0:12	Multi-Task Learning (MTL)
1:26	Task Relationships
2:15	Motivating Application
3:30	Separate Tasks
4:08	Single Task
4:24	Symmetric MTL
4:43	Graphical MTL
5:03	Marketing in Social Network
5:49	Idea
6:24	Illustration (1)
7:31	Illustration (2)
8:24	Illustration (3)
9:12	Related Work
10:25	This Work
10:57	Technical Insights (1)
12:01	Technical Insights (2)
12:28	Proof Sketch
14:15	One more thing
14:42	Results
15:31	Sensitivity to C and gamma
16:24	Extensions
17:25	Questions
18:16	- Questions

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