2252 search results - page 265 / 451 » A distributed machine learning framework |
131
Voted
UAI
2001
15 years 2 months ago
2001
We present a general framework for defining priors on model structure and sampling from the posterior using the Metropolis-Hastings algorithm. The key ideas are that structure pri...
84
Voted
ECML
2005
Springer
15 years 6 months ago
2005
Springer
This paper argues that severe class imbalance is not just an interesting technical challenge that improved learning algorithms will address, it is much more serious. To be useful, ...
94
Voted
IEEECIT
2010
IEEE
14 years 11 months ago
2010
IEEE
—This paper compares parallel and distributed implementations of an iterative, Gibbs sampling, machine learning algorithm. Distributed implementations run under Hadoop on facilit...
111
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KDD
2009
ACM
16 years 1 months ago
2009
ACM
Labeling text data is quite time-consuming but essential for automatic text classification. Especially, manually creating multiple labels for each document may become impractical ...
88
Voted
ALT
2003
Springer
15 years 9 months ago
2003
Springer
An algorithm for learning a subclass of erasing regular pattern languages is presented. On extended regular pattern languages generated by patterns π of the form x0α1x1 . . . α...