1062 search results - page 120 / 213 » Sublinear Optimization for Machine Learning |
109
Voted
ICIAR
2004
Springer
15 years 7 months ago
2004
Springer
We present an information theoretic approach for learning a linear dimension reduction transform for object classification. The theoretic guidance of the approach is that the trans...
112
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EACL
2003
ACL Anthology
15 years 3 months ago
2003
ACL Anthology
Disfluent speech adds to the difficulty of processing spoken language utterances. In this paper we concentrate on identifying one disfluency phenomenon: fragmented words. Our d...
IDA
2007
Springer
15 years 8 months ago
2007
Springer
We present a new machine learning approach to the inverse parametric sequence alignment problem: given as training examples a set of correct pairwise global alignments, find the p...
123
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BIBE
2009
IEEE
15 years 5 months ago
2009
IEEE
—The Possibilistic Latent Variable (PLV) clustering algorithm is a powerful tool for the analysis of complex datasets due to its robustness toward data distributions of different...
149
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UAI
2004
15 years 3 months ago
2004
Exponential models of distributions are widely used in machine learning for classification and modelling. It is well known that they can be interpreted as maximum entropy models u...