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cs.LG2019★ 1 cited
Extreme Learning Machine design for dealing with unrepresentative features
Nicolás Nieto, Francisco Ibarrola, Victoria Peterson +2
Extreme Learning Machines (ELMs) have become a popular tool in the field of Artificial Intelligence due to their very high training speed and generalization capabilities. Another a…
cs.LG2018
A multi-class structured dictionary learning method using discriminant atom selection
R. E. Rolón, L. E. Di Persia, R. D. Spies +1
In the last decade, traditional dictionary learning methods have been successfully applied to various pattern classification tasks. Although these methods produce sparse representa…