364 search results - page 55 / 73 » Regularization Learning of Neural Networks for Generalizatio... |
119
Voted
GECCO
2009
Springer
15 years 6 months ago
2009
Springer
Many approaches to active learning involve training one classifier by periodically choosing new data points about which the classifier has the least confidence, but designing a co...
116
Voted
IJCNN
2007
IEEE
15 years 8 months ago
2007
IEEE
— Category Ranking is a variant of the multi-label classification problem, in which, rather than performing a (hard) assignment to an object of categories from a predefined set...
109
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CEC
2005
IEEE
15 years 8 months ago
2005
IEEE
Computed prediction represents a major shift in learning classifier system research. XCS with computed prediction, based on linear approximators, has been applied so far to functi...
106
Voted
IJCNN
2008
IEEE
15 years 9 months ago
2008
IEEE
—This paper proposes a novel method for data editing. The goal of data editing in instance-based learning is to remove instances from a training set in order to increase the accu...
162
Voted
EMNLP
2006
15 years 3 months ago
2006
We propose a general method for reranker construction which targets choosing the candidate with the least expected loss, rather than the most probable candidate. Different approac...