428 search results - page 65 / 86 » Preference learning with Gaussian processes |
137
Voted
JMLR
2010
14 years 9 months ago
2010
Appropriate selection of the kernel function, which implicitly defines the feature space of an algorithm, has a crucial role in the success of kernel methods. In this paper, we co...
174
Voted
CVPR
2009
IEEE
16 years 10 months ago
2009
IEEE
This paper deals with estimation of dense optical flow
and ego-motion in a generalized imaging system by exploiting
probabilistic linear subspace constraints on the flow.
We dea...
125
Voted
ISCC
2006
IEEE
15 years 8 months ago
2006
IEEE
Online monitoring of a physical phenomenon over a geographical area is a popular application of sensor networks. Networks representative of this class of applications are typicall...
151
Voted
WWW
2011
ACM
14 years 9 months ago
2011
ACM
Our objective is to improve the performance of keyword based image search engines by re-ranking their baseline results. To this end, we address three limitations of existing searc...
194
Voted
VLSISP
2011
14 years 9 months ago
2011
Machine-learning algorithms are employed in a wide variety of applications to extract useful information from data sets, and many are known to suffer from superlinear increases in ...