Parallel Approach for Ensemble Learning with Locally Coupled Neural Networks

Neural Processing Letters, ArticleNo.9157, 2010.

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Abstract:

Ensemble learning has gained considerable attention in different tasks including regression, classification and clustering. Adaboost and Bagging are two popular approaches used to train these models. The former provides accurate estimations in regression settings but is computationally expensive because of its inherently sequential struct...More

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