662 search results - page 19 / 133 » Making inferences with small numbers of training sets |
112
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ICASSP
2011
IEEE
14 years 3 months ago
2011
IEEE
We propose a kernelized maximal-figure-of-merit (MFoM) learning approach to efficiently training a nonlinear model using subspace distance minimization. In particular, a fixed,...
103
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BMCBI
2006
14 years 11 months ago
2006
Background: Particle Swarm Optimization (PSO) is an established method for parameter optimization. It represents a population-based adaptive optimization technique that is influen...
105
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KDD
2008
ACM
16 years 4 days ago
2008
ACM
Information diffusion, viral marketing, and collective classification all attempt to model and exploit the relationships in a network to make inferences about the labels of nodes....
105
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ICDAR
2009
IEEE
15 years 6 months ago
2009
IEEE
This communication presents an effective method for writer recognition in handwritten documents. We have introduced a set of features that are extracted from the contours of handw...
101
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ICML
2004
IEEE
16 years 17 days ago
2004
IEEE
Many difficult visual perception problems, like 3D human motion estimation, can be formulated in terms of inference using complex generative models, defined over high-dimensional ...