527 search results - page 54 / 106 » Supervised Hypergraph Labeling |
116
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
We consider a supervised machine learning scenario where labels are provided by a heterogeneous set of teachers, some of which are mediocre, incompetent, or perhaps even malicious...
103
Voted
ISDA
2009
IEEE
15 years 8 months ago
2009
IEEE
For supervised learning, feature selection algorithms attempt to maximise a given function of predictive accuracy. This function usually considers the ability of feature vectors t...
120
Voted
NIPS
2004
15 years 3 months ago
2004
We consider the problem of structured classification, where the task is to predict a label y from an input x, and y has meaningful internal structure. Our framework includes super...
107
click to vote
AAAI
1997
15 years 3 months ago
1997
In many real-world domains, supervised learning requires a large number of training examples. In this paper, we describe an active learning method that uses a committee of learner...
106
click to vote
SIGIR
2008
ACM
15 years 2 months ago
2008
ACM
The results of the 2006 ECML/PKDD Discovery Challenge suggest that semi-supervised learning methods work well for spam filtering when the source of available labeled examples diff...