1393 search results - page 46 / 279 » Machine Learning by Function Decomposition |
110
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ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
We apply classic online learning techniques similar to the perceptron algorithm to the problem of learning a function defined on a graph. The benefit of our approach includes simp...
104
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ICALT
2010
IEEE
14 years 11 months ago
2010
IEEE
Emotions have a functional relevance to learning and achievement. Not surprisingly then, affective diagnoses are an important aspect of expert human mentoring. Computerbased learni...
252
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ISBRA
2011
Springer
14 years 5 months ago
2011
Springer
Abstract. Protein homology prediction is a crucial step in templatebased protein structure prediction. The functions that rank the proteins in a database according to their homolog...
120
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ICDM
2009
IEEE
15 years 8 months ago
2009
IEEE
—We describe parallel methods for solving large-scale, high-dimensional, sparse least-squares problems that arise in machine learning applications such as document classificatio...
ICPR
2006
IEEE
16 years 2 months ago
2006
IEEE
Video Compression currently is dominated by engineering and fine-tuned heuristic methods. In this paper, we propose to instead apply the well-developed machinery of machine learni...