1413 search results - page 25 / 283 » A New Machine Learning Approach to Fingerprint Classificatio... |
COLT
2010
Springer
14 years 9 months ago
2010
Springer
Recent advances in large-margin classification of data residing in general metric spaces (rather than Hilbert spaces) enable classification under various natural metrics, such as ...
ICML
2007
IEEE
16 years 17 days ago
2007
IEEE
For large-scale classification problems, the training samples can be clustered beforehand as a downsampling pre-process, and then only the obtained clusters are used for training....
100
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ICML
2002
IEEE
16 years 17 days ago
2002
IEEE
We propose a new statistical approach to extracting personal names from a corpus. One of the key points of our approach is that it can both automatically learn the characteristics...
94
Voted
ICML
2006
IEEE
16 years 17 days ago
2006
IEEE
We consider the problem of clustering in its most basic form where only a local metric on the data space is given. No parametric statistical model is assumed, and the number of cl...
114
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ECML
2004
Springer
15 years 5 months ago
2004
Springer
The standard framework of machine learning problems assumes that the available data is independent and identically distributed (i.i.d.). However, in some applications such as image...