The Informational Complexity of Learning from Examples
This thesis attempts to quantify the amount of information needed to learn certain tasks. The tasks chosen vary from learning functions in a Sobolev space using radial basis function networks to learning grammars in the principles and parameters framework of modern linguistic theory. These pro...
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| Language: | en_US |
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2004
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| Online Access: | http://hdl.handle.net/1721.1/7069 |