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EMNLP
2011
13 years 9 months ago
2011
Linear models have enjoyed great success in structured prediction in NLP. While a lot of progress has been made on efficient training with several loss functions, the problem of ...
MCS
2008
Springer
14 years 9 months ago
2008
Springer
A stochastic functional
CASCON
2008
14 years 11 months ago
2008
The process of recognizing individual handwritten characters is one of classifying curves. Typically, handwriting recognition systems-even "online" systems--require enti...
MCS
2000
Springer
15 years 1 months ago
2000
Springer
We introduce a mechanism for constructing and training a hybrid architecture of projection based units and radial basis functions. In particular, we introduce an optimization sche...
MCS
2005
Springer
15 years 3 months ago
2005
Springer
We study how the error of an ensemble regression estimator can be decomposed into two components: one accounting for the individual errors and the other accounting for the correlat...