4660 search results - page 598 / 932 » Learning from imperfect data |
122
Voted
JSAC
2011
14 years 8 months ago
2011
—Various spectrum management schemes have been proposed in recent years to improve the spectrum utilization in cognitive radio networks. However, few of them have considered the ...
106
Voted
ICIP
2005
IEEE
16 years 2 months ago
2005
IEEE
In this paper, we propose a novel classification method, called local manifold matching (LMM), for face recognition. LMM has great representational capacity of available prototypes...
131
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We develop a mixture-based approach to robust density modeling and outlier detection for experimental multivariate data that includes measurement error information. Our model is d...
133
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
Quadratic program relaxations are proposed as an alternative to linear program relaxations and tree reweighted belief propagation for the metric labeling or MAP estimation problem...
117
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
In this paper, we address the problem of finding the pre-image of a feature vector in the feature space induced by a kernel. This is of central importance in some kernel applicatio...