3556 search results - page 195 / 712 » Can machine learning be secure |
116
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ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
We show how the regularizer of Transductive Support Vector Machines (TSVM) can be trained by stochastic gradient descent for linear models and multi-layer architectures. The resul...
124
Voted
MLDM
2005
Springer
15 years 6 months ago
2005
Springer
Face recognition is a challenging visual classification task, especially when the lighting conditions can not be controlled. In this paper, we present an automatic face recognitio...
100
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DATAMINE
2008
15 years 25 days ago
2008
Rules are commonly used for classification because they are modular, intelligible and easy to learn. Existing work in classification rule learning assumes the goal is to produce ca...
119
Voted
LICS
1999
IEEE
15 years 5 months ago
1999
IEEE
Security protocols use cryptography to set up private communication channels on an insecure network. Many protocols contain flaws, and because security goals are seldom specified ...
97
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
Similarity matrices generated from many applications may not be positive semidefinite, and hence can't fit into the kernel machine framework. In this paper, we study the prob...