2208 search results - page 54 / 442 » Privacy-Preserving Classifier Learning |
105
Voted
ICML
2000
IEEE
16 years 3 months ago
2000
IEEE
Although Bayesian model averaging is theoretically the optimal method for combining learned models, it has seen very little use in machine learning. In this paper we study its app...
171
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ANNES
1995
15 years 6 months ago
1995
The 1R procedure for machine learning is a very simple one that proves surprisingly effective on the standard datasets commonly used for evaluation. This paper describes the metho...
117
Voted
PCM
2007
Springer
15 years 8 months ago
2007
Springer
A novel method for creating diverse ensembles of image classifiers is proposed. The idea is that, for each base image classifier in the ensemble, a random image transformation is g...
140
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ALT
2010
Springer
15 years 4 months ago
2010
Springer
Online learning and kernel learning are two active research topics in machine learning. Although each of them has been studied extensively, there is a limited effort in addressing ...
145
Voted
CVPR
2004
IEEE
16 years 4 months ago
2004
IEEE
Object detection with a learned classifier has been applied successfully to difficult tasks such as detecting faces and pedestrians. Systems using this approach usually learn the ...