1476 search results - page 23 / 296 » Robust constraint-consistent learning |
IJCV
2010
13 years 8 months ago
2010
ICML
2005
IEEE
14 years 10 months ago
2005
IEEE
Unsupervised learning methods often involve summarizing the data using a small number of parameters. In certain domains, only a small subset of the available data is relevant for ...
COLT
2010
Springer
13 years 8 months ago
2010
Springer
We present a new online learning algorithm in the selective sampling framework, where labels must be actively queried before they are revealed. We prove bounds on the regret of ou...
ITS
2010
Springer
14 years 2 months ago
2010
Springer
Accelerated future learning, in which learning proceeds more effectively and more rapidly because of prior learning, is considered to be one of the most interesting measures of ro...
ICIG
2009
IEEE
13 years 7 months ago
2009
IEEE
In this paper, we present an efficient and robust subspace learning based object tracking algorithm with special illumination handling. Illumination variances pose a great challen...