3607 search results - page 198 / 722 » Learning with structured sparsity |
126
Voted
EMNLP
2007
15 years 5 months ago
2007
In Sequential Viterbi Models, such as HMMs, MEMMs, and Linear Chain CRFs, the type of patterns over output sequences that can be learned by the model depend directly on the modelā...
152
Voted
ISMB
1994
15 years 5 months ago
1994
We describe and demonstrate the effectiveness of a method of predicting protein secondary structures, sheet regions in particular, using a class of stochastic tree grammars as rep...
175
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ICCV
2011
IEEE
14 years 4 months ago
2011
IEEE
Adaptive tracking-by-detection methods are widely used in computer vision for tracking arbitrary objects. Current approaches treat the tracking problem as a classiļ¬cation task a...
132
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ISNN
2007
Springer
15 years 10 months ago
2007
Springer
Manifold learning algorithms have been proven to be capable of discovering some nonlinear structures. However, it is hard for them to extend to test set directly. In this paper, a ...
148
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FCCM
2005
IEEE
15 years 9 months ago
2005
IEEE
The CLA-EC is a model obtained by combining the concepts of cellular learning automata and evolutionary algorithms. The parallel structure of the CLA-EC makes it suitable for hard...