801 search results - page 129 / 161 » The Inefficiency of Batch Training for Large Training Sets |
ICDM
2008
IEEE
14 years 3 months ago
2008
IEEE
Selecting promising queries is the key to effective active learning. In this paper, we investigate selection techniques for the task of learning an equivalence relation where the ...
MMM
2008
Springer
14 years 3 months ago
2008
Springer
In modern multimedia databases, objects can be represented by a large variety of feature representations. In order to employ all available information in a best possible way, a joi...
IJCNN
2007
IEEE
14 years 3 months ago
2007
IEEE
— Category Ranking is a variant of the multi-label classification problem, in which, rather than performing a (hard) assignment to an object of categories from a predefined set...
ECUMN
2007
Springer
14 years 3 months ago
2007
Springer
After decades of expansion, Internet became an essential tool useful for professionals and private individuals providing a large range of services like emailing, management of ban...
ILP
2007
Springer
14 years 3 months ago
2007
Springer
In reinforcement learning problems, an agent has the task of learning a good or optimal strategy from interaction with his environment. At the start of the learning task, the agent...