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arXiv (Cornell University)· 2014· Preprint

Learning with Pseudo-Ensembles

Phil Bachman, Ouais Alsharif, Doina Precup

Short summary

A new regularization technique formalizes 'pseudo-ensembles'—collections of models derived from a parent model via noise—achieving state-of-the-art results in semi-supervised learning.

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Field: Computational Mathematics

Computational MathematicsMathematics