521 search results - page 8 / 105 » Sparse probabilistic classifiers |
143
Voted
AAAI
2012
13 years 5 months ago
2012
Probabilistic relational PCA (PRPCA) can learn a projection matrix to perform dimensionality reduction for relational data. However, the results learned by PRPCA lack interpretabi...
158
Voted
ICML
2010
IEEE
15 years 16 days ago
2010
IEEE
In the realm of multilabel classification (MLC), it has become an opinio communis that optimal predictive performance can only be achieved by learners that explicitly take label d...
128
Voted
ACL
2006
15 years 4 months ago
2006
Most approaches to event extraction focus on mentions anchored in verbs. However, many mentions of events surface as noun phrases. Detecting them can increase the recall of event ...
125
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CORR
2008
Springer
15 years 2 months ago
2008
Springer
In this paper, we discuss the issues in automatic recognition of vowels in Persian language. The present work focuses on new statistical method of recognition of vowels as a basic...
149
Voted
CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
Discriminative approaches to human pose inference involve mapping visual observations to articulated body configurations. Current probabilistic approaches to learn this mapping ha...