7351 search results - page 422 / 1471 » Machine Learning |
162
Voted
ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
We develop a new algorithm, based on EM, for learning the Linear Dynamical System model. Called the method of Approximated Second-Order Statistics (ASOS) our approach achieves dra...
195
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ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
In this paper, we address the scalability issue plaguing graph-based semi-supervised learning via a small number of anchor points which adequately cover the entire point cloud. Cr...
185
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ML
2008
ACM
15 years 6 months ago
2008
ACM
Abstract. We consider a large volume principle for transductive learning that prioritizes the transductive equivalence classes according to the volume they occupy in hypothesis spa...
171
Voted
ML
2007
ACM
15 years 6 months ago
2007
ACM
This paper describes the winning entry to the Omphalos context free grammar learning competition. Our approach integrates an information theoretic constituent likelihood measure to...
167
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MLMI
2004
Springer
16 years 6 days ago
2004
Springer
Facial expression and hand gesture analysis plays a fundamental part in emotionally rich man-machine interaction (MMI) systems, since it employs universally accepted non-verbal cu...