2204 search results - page 2 / 441 » Agnostic active learning |
IJCAI
2007
13 years 6 months ago
2007
We study the problem of learning large margin halfspaces in various settings using coresets to show that coresets are a widely applicable tool for large margin learning. A large m...
COLT
2001
Springer
13 years 9 months ago
2001
Springer
COLT
2010
Springer
13 years 3 months ago
2010
Springer
ALT
2002
Springer
14 years 1 months ago
2002
Springer
We describe a new boosting algorithm that is the first such algorithm to be both smooth and adaptive. These two features make possible performance improvements for many learning ...
ICS
2010
Tsinghua U.
14 years 2 months ago
2010
Tsinghua U.
We consider the problem of boosting the accuracy of weak learning algorithms in the agnostic learning framework of Haussler (1992) and Kearns et al. (1992). Known algorithms for t...