2665 search results - page 24 / 533 » Bundle Methods for Machine Learning |
129
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AUSDM
2006
Springer
15 years 5 months ago
2006
Springer
The support vector machine (SVM) is a wellestablished and accurate supervised learning method for the classification of data in various application fields. The statistical learnin...
87
Voted
CVPR
2006
IEEE
16 years 3 months ago
2006
IEEE
Image segmentation is a fundamental step in many computer vision applications. Generally, the choice of a segmentation algorithm, or parameterization of a given algorithm, is sele...
101
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ICMLA
2008
15 years 3 months ago
2008
We introduce three ensemble machine learning methods for analysis of biological DNA binding by transcription factors (TFs). The goal is to identify both TF target genes and their ...
109
Voted
ICMLA
2009
14 years 11 months ago
2009
In this work we consider the problem of binary classification where the classifier may abstain instead of classifying each observation, leaving the critical items for human evaluat...
107
Voted
ICML
2003
IEEE
16 years 2 months ago
2003
IEEE
We present a learning framework for Markovian decision processes that is based on optimization in the policy space. Instead of using relatively slow gradient-based optimization al...