466 search results - page 32 / 94 » Consensus-based distributed linear support vector machines |
120
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JMLR
2012
13 years 2 months ago
2012
We propose a new family of latent variable models called max-margin min-entropy (m3e) models, which define a distribution over the output and the hidden variables conditioned on ...
114
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VEE
2012
ACM
13 years 7 months ago
2012
ACM
As cloud-based computation becomes increasingly important, providing a general computational interface to support datacenterscale programming has become an imperative research age...
102
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CMIG
2010
14 years 6 months ago
2010
This paper presents a novel method for unsupervised DNA microarray gridding based on Support Vector Machines (SVMs). Each spot is a small region on the microarray surface where cha...
103
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ICPR
2008
IEEE
16 years 29 days ago
2008
IEEE
We present a distributed machine learning framework based on support vector machines that allows classification problems to be solved iteratively through parallel update algorithm...
COLT
2003
Springer
15 years 5 months ago
2003
Springer
Recent work has introduced Boolean kernels with which one can learn linear threshold functions over a feature space containing all conjunctions of length up to k (for any 1 ≤ k ...