Learning with Limited Supervision by Input and Output Coding

In many real-world applications of supervised learning, only a limited number of labeled examples are available because the cost of obtaining high-quality examples is high. Even with a relatively large number of labeled examples, the learning problem may still suffer from limited supervision as the...

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Bibliographic Details
Main Author: Zhang, Yi
Format: Others
Published: Research Showcase @ CMU 2012
Subjects:
Online Access:http://repository.cmu.edu/dissertations/156
http://repository.cmu.edu/cgi/viewcontent.cgi?article=1163&context=dissertations