2208 search results - page 127 / 442 » Privacy-Preserving Classifier Learning |
140
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NIPS
2008
15 years 4 months ago
2008
Confidence-weighted (CW) learning [6], an online learning method for linear classifiers, maintains a Gaussian distributions over weight vectors, with a covariance matrix that repr...
145
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We present MI-CRF, a conditional random field (CRF) model for multiple instance learning (MIL). MI-CRF models bags as nodes in a CRF with instances as their states. It combines di...
122
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CORR
2010
Springer
15 years 3 months ago
2010
Springer
As increasing amounts of sensitive personal information is aggregated into data repositories, it has become important to develop mechanisms for processing the data without revealin...
137
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CIARP
2009
Springer
15 years 7 months ago
2009
Springer
Authorship verification is the task of determining whether documents were or were not written by a certain author. The problem has been faced by using binary classifiers, one per a...
145
Voted
CVPR
2008
IEEE
15 years 5 months ago
2008
IEEE
A large variety of image features has been invented for detection of objects of a known class. We propose a framework to optimize the discrimination-efficiency tradeoff in integra...