3866 search results - page 420 / 774 » Classification of Ordinal Data |
125
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NIPS
2004
15 years 5 months ago
2004
We present a probabilistic approach to learning a Gaussian Process classifier in the presence of unlabeled data. Our approach involves a "null category noise model" (NCN...
140
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ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
We study metric learning as a problem of information retrieval. We present a general metric learning algorithm, based on the structural SVM framework, to learn a metric such that ...
142
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CORR
2008
Springer
15 years 4 months ago
2008
Springer
We propose a method for statistical analysis of time series, that allows us to obtain solutions to some classical problems of mathematical statistics under the only assumption tha...
137
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INTERSPEECH
2010
14 years 11 months ago
2010
This work surveys the potential for predicting demographic traits of individual speakers (gender, age, education level, ethnicity, and geographic region) using only word usage fea...
123
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INTERSPEECH
2010
14 years 11 months ago
2010
In this paper, we propose a new semi-supervised training method for Gaussian Mixture Models. We add a conditional entropy minimizer to the maximum mutual information criteria, whi...