1172 search results - page 41 / 235 » From Data Distributions to Regularization in Invariant Learn... |
VLDB
2007
ACM
14 years 11 months ago
2007
ACM
Although the presence of a schema enables many optimizations for operations on XML documents, recent studies have shown that many XML documents in practice either do not refer to ...
ICDM
2008
IEEE
14 years 5 months ago
2008
IEEE
In this paper, we present a novel feature extraction framework, called learning by propagability. The whole learning process is driven by the philosophy that the data labels and o...
IEICET
2010
13 years 9 months ago
2010
We address the problem of perceived age estimation from face images, and propose a new semi-supervised approach involving two novel aspects. The first novelty is an efficient act...
COLT
2008
Springer
14 years 16 days ago
2008
Springer
We study the potential benefits to classification prediction that arise from having access to unlabeled samples. We compare learning in the semi-supervised model to the standard, ...
3DIM
2003
IEEE
14 years 4 months ago
2003
IEEE
In this paper, we investigate the utility of static anthropometric distances as a biometric for human identification. The 3D landmark data from the CAESAR database is used to form...