1073 search results - page 127 / 215 » An Introduction to Learning Structured Information |
213
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PRIB
2010
Springer
15 years 2 months ago
2010
Springer
Abstract. Supervised classifiers require manually labeled training samples to classify unlabeled objects. Active Learning (AL) can be used to selectively label only “ambiguous...
156
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ICML
1994
IEEE
15 years 7 months ago
1994
IEEE
Conservation of information (COI) popularized by the no free lunch theorem is a great leveler of search algorithms, showing that on average no search outperforms any other. Yet in ...
143
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ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
We propose a nonparametric extension to the factor analysis problem using a beta process prior. This beta process factor analysis (BPFA) model allows for a dataset to be decompose...
125
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
The four-level pachinko allocation model (PAM) (Li & McCallum, 2006) represents correlations among topics using a DAG structure. It does not, however, represent a nested hiera...
121
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ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
The proliferation of text documents on the web as well as within institutions necessitates their convenient organization to enable efficient retrieval of information. Although tex...