766 search results - page 63 / 154 » Variations on U-Shaped Learning |
88
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We introduce a mixture of probabilistic canonical correlation analyzers model for analyzing local correlations, or more generally mutual statistical dependencies, in cooccurring d...
103
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
Compressive sensing (CS) is an emerging field that, under appropriate conditions, can significantly reduce the number of measurements required for a given signal. In many applicat...
114
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ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
A family of probabilistic time series models is developed to analyze the time evolution of topics in large document collections. The approach is to use state space models on the n...
100
click to vote
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
We consider the problem of choosing a linear classifier that minimizes misclassification probabilities in two-class classification, which is a bi-criterion problem, involving a tr...
97
Voted
ECAL
2005
Springer
15 years 6 months ago
2005
Springer
The complexity, variation, and change of human languages makes evident the importance of representation and learning in the acquisition and evolution of language. For example, anal...