2208 search results - page 57 / 442 » Privacy-Preserving Classifier Learning |
147
Voted
ML
2008
ACM
15 years 2 months ago
2008
ACM
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
115
Voted
CVPR
2006
IEEE
16 years 4 months ago
2006
IEEE
Many problems in computer vision involving recognition and/or classification can be posed in the general framework of supervised learning. There is however one aspect of image dat...
135
Voted
CIKM
2006
Springer
15 years 6 months ago
2006
Springer
In this paper, we study the problem of learning block classification models to estimate block functions. We distinguish general models, which are learned across multiple sites, an...
114
Voted
CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
Because of the large variation across different environments, a generic classifier trained on extensive data-sets may perform sub-optimally in a particular test environment. In th...
104
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
We propose a local, generative model for similarity-based classification. The method is applicable to the case that only pairwise similarities between samples are available. The c...