3236 search results - page 108 / 648 » Active kernel learning |
82
Voted
JCP
2006
15 years 19 days ago
2006
Compared with conventional two-class learning schemes, one-class classification simply uses a single class in the classifier training phase. Applying one-class classification to le...
101
Voted
AAAI
2000
15 years 2 months ago
2000
Compelling synthetic characters must behave in ways that reflect their past experience and thus allow for individual personalization. We therefore need a method that allows charac...
162
Voted
CVPR
2009
IEEE
16 years 7 months ago
2009
IEEE
Scarcity and infeasibility of human supervision for large
scale multi-class classification problems necessitates active
learning. Unfortunately, existing active learning methods
...
106
click to vote
ICML
2004
IEEE
15 years 6 months ago
2004
IEEE
The paper is concerned with two-class active learning. While the common approach for collecting data in active learning is to select samples close to the classification boundary,...
98
Voted
PKDD
2010
Springer
14 years 10 months ago
2010
Springer
Active learning [1] is a branch of Machine Learning in which the learning algorithm, instead of being directly provided with pairs of problem instances and their solutions (their l...