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CORR
2010
Springer

Exponential Family Hybrid Semi-Supervised Learning

10 years 12 months ago
Exponential Family Hybrid Semi-Supervised Learning
We present an approach to semi-supervised learning based on an exponential family characterization. Our approach generalizes previous work on coupled priors for hybrid generative/discriminative models. Our model is more flexible and natural than previous approaches. Experimental results on several data sets show that our approach also performs better in practice.
Arvind Agarwal, Hal Daumé III
Added 09 Dec 2010
Updated 09 Dec 2010
Type Journal
Year 2010
Where CORR
Authors Arvind Agarwal, Hal Daumé III
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