5752 search results - page 263 / 1151 » Informative Labeling Schemes |
130
click to vote
CISS
2008
IEEE
15 years 10 months ago
2008
IEEE
—The error floor of bit-interleaved coded modulation with iterative decoding (BICM-ID) can be minimized for a particular constellation by maximizing the harmonic mean of the squ...
121
click to vote
CIKM
2009
Springer
15 years 8 months ago
2009
Springer
The standard method for combating spam, either in email or on the web, is to train a classifier on manually labeled instances. As the spammers change their tactics, the performanc...
136
click to vote
IDA
2010
Springer
15 years 5 months ago
2010
Springer
This paper introduces a novel method for obtaining increased predictive performance from transparent models in situations where production input vectors are available when building...
156
Voted
ICMLA
2007
15 years 5 months ago
2007
We apply a new active learning formulation to the problem of learning medical concepts from unstructured text. The new formulation is based on maximizing the mutual information th...
136
click to vote
AAAI
2000
15 years 5 months ago
2000
Selective sampling, a form of active learning, reduces the cost of labeling training data by asking only for the labels of the most informative unlabeled examples. We introduce a ...