736 search results - page 59 / 148 » Generalization Error Estimation for Non-linear Learning Meth... |
156
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ECCV
1998
Springer
16 years 4 months ago
1998
Springer
In this paper we present a method to derive 3D shape and surface texture of a human face from a single image. The method draws on a general flexible 3D face model which is "le...
110
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PKDD
2010
Springer
15 years 6 days ago
2010
Springer
We consider the problem of numerical stability and model density growth when training a sparse linear model from massive data. We focus on scalable algorithms that optimize certain...
155
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EMNLP
2011
14 years 2 months ago
2011
We propose a general method to watermark and probabilistically identify the structured outputs of machine learning algorithms. Our method is robust to local editing operations and...
81
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ICMLA
2007
15 years 3 months ago
2007
Given any generative classifier based on an inexact density model, we can define a discriminative counterpart that reduces its asymptotic error rate, while increasing the estima...
119
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CVPR
2005
IEEE
16 years 4 months ago
2005
IEEE
: In many computer vision classification problems, both the error and time characterizes the quality of a decision. We show that such problems can be formalized in the framework of...