2252 search results - page 49 / 451 » A distributed machine learning framework |
122
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ICML
2009
IEEE
16 years 19 days ago
2009
IEEE
We present an on-line learning framework tailored towards real-time learning from observed user behavior in search engines and other information retrieval systems. In particular, ...
105
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COLT
2001
Springer
15 years 4 months ago
2001
Springer
We show that the class of monotone 2O( √ log n)-term DNF formulae can be PAC learned in polynomial time under the uniform distribution from random examples only. This is an expo...
GRID
2004
Springer
15 years 5 months ago
2004
Springer
We present DiPerF, a distributed performance-testing framework, aimed at simplifying and automating service performance evaluation. DiPerF coordinates a pool of machines that test...
DAGSTUHL
1996
15 years 1 months ago
1996
The areas of On-Line Algorithms and Machine Learning are both concerned with problems of making decisions about the present based only on knowledge of the past. Although these area...
MLDM
2009
Springer
15 years 4 months ago
2009
Springer
The new approach of relevant feature selection in machine learning is proposed for the case of ordered features. Feature selection and regularization of decision rule are combined ...