Search Results for author: Nikolai Bonenko

Found 1 papers, 0 papers with code

What needles do sparse neural networks find in nonlinear haystacks

no code implementations7 Jun 2020 Sylvain Sardy, Nicolas W Hengartner, Nikolai Bonenko, Yen Ting Lin

Using a sparsity inducing penalty in artificial neural networks (ANNs) avoids over-fitting, especially in situations where noise is high and the training set is small in comparison to the number of features.

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