845 search results - page 114 / 169 » Complexity Dimensions and Learnability |
MICCAI
2009
Springer
16 years 1 months ago
2009
Springer
We introduce an efficient search strategy to substantially accelerate feature based registration. Previous feature based registration algorithms often use truncated search strategi...
ICML
2008
IEEE
16 years 19 days ago
2008
IEEE
We study the problem of finding the dominant eigenvector of the sample covariance matrix, under additional constraints on the vector: a cardinality constraint limits the number of...
ICML
2004
IEEE
16 years 19 days ago
2004
IEEE
The multiple-instance learning (MIL) model has been very successful in application areas such as drug discovery and content-based imageretrieval. Recently, a generalization of thi...
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KDD
2008
ACM
16 years 7 days ago
2008
ACM
Document classification presents difficult challenges due to the sparsity and the high dimensionality of text data, and to the complex semantics of the natural language. The tradi...
RECOMB
2003
Springer
16 years 4 days ago
2003
Springer
Many genomic sequences and, more generally, (multivariate) time series display tremendous variability. However, often it is reasonable to assume that the sequence is actually gene...