44 search results - page 2 / 9 » Online Multiclass LPBoost |
ICML
2008
IEEE
14 years 6 months ago
2008
IEEE
ICML
2006
IEEE
14 years 6 months ago
2006
IEEE
We describe a general framework for online multiclass learning based on the notion of hypothesis sharing. In our framework sets of classes are associated with hypotheses. Thus, al...
ICML
2003
IEEE
14 years 6 months ago
2003
IEEE
We present a new type of multi-class learning algorithm called a linear-max algorithm. Linearmax algorithms learn with a special type of attribute called a sub-expert. A sub-exper...
ICML
2010
IEEE
13 years 6 months ago
2010
IEEE
When equipped with kernel functions, online learning algorithms are susceptible to the "curse of kernelization" that causes unbounded growth in the model size. To addres...
COLT
2001
Springer
13 years 10 months ago
2001
Springer
In this paper we study a paradigm to generalize online classification algorithms for binary classification problems to multiclass problems. The particular hypotheses we investig...