1364 search results - page 91 / 273 » Sampling Methods for Unsupervised Learning |
154
Voted
CORR
2010
Springer
15 years 1 months ago
2010
Springer
Gaussian graphical models are of great interest in statistical learning. Because the conditional independencies between different nodes correspond to zero entries in the inverse c...
107
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
We consider the problem of decentralized detection under constraints on the number of bits that can be transmitted by each sensor. In contrast to most previous work, in which the ...
114
Voted
CIKM
2011
Springer
14 years 2 months ago
2011
Springer
Machine learning often relies on costly labeled data, and this impedes its application to new classification and information extraction problems. This has motivated the developme...
150
Voted
CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
A novel approach to scene categorization is proposed. Similar to previous works of [11, 15, 3, 12], we introduce an intermediate space, based on a low dimensional semantic "t...
111
click to vote
CVPR
2008
IEEE
16 years 4 months ago
2008
IEEE
Typical content-based image retrieval (CBIR) solutions with regular Euclidean metric usually cannot achieve satisfactory performance due to the semantic gap challenge. Hence, rele...