2208 search results - page 125 / 442 » Privacy-Preserving Classifier Learning |
127
Voted
ICML
2000
IEEE
16 years 4 months ago
2000
IEEE
This paper explores in detail the use of Error Correcting Output Coding (ECOC) for learning text classifiers. We show that the accuracy of a Naive Bayes Classifier over text class...
145
Voted
FGR
2004
IEEE
15 years 7 months ago
2004
IEEE
Faces under varying illumination, pose and non-rigid deformation are empirically thought of as a highly nonlinear manifold in the observation space. How to discover intrinsic low-...
161
Voted
ENGL
2007
15 years 3 months ago
2007
— In this work, an hybrid, self-configurable, multilayered and evolutionary subsumption architecture for cognitive agents is developed. Each layer of the multilayered architectur...
103
Voted
COLT
2008
Springer
15 years 5 months ago
2008
Springer
We describe and explore a new perspective on the sample complexity of active learning. In many situations where it was generally believed that active learning does not help, we sh...
163
Voted
PAMI
2012
13 years 5 months ago
2012
—Cross-domain learning methods have shown promising results by leveraging labeled patterns from the auxiliary domain to learn a robust classifier for the target domain which has ...