Transfer learning with an ensemble of
background tasks
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Z. Marx, M.T. Rosenstein, L.P. Kaelbling, and T.G. Dietterich. To
transfer or not to transfer. To appear, NIPS 2005 Workshop on
Inductive Transfer: 10 Years Later, 2005.
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| Abstract:
We demonstrate the transfer of learning from an ensemble of background
tasks, which becomes helpful in cases where a single background task
does not transfer well. This approach is accomplished through a simple
maximum a posteriori elaboration on the logistic regression approach
and tested on real world data.
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| Download:
pdf (41KB),
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| See also: |
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To transfer or not to transfer
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