Search Results for author: Matthew Scicluna

Found 1 papers, 0 papers with code

A Modern Take on the Bias-Variance Tradeoff in Neural Networks

no code implementations19 Oct 2018 Brady Neal, Sarthak Mittal, Aristide Baratin, Vinayak Tantia, Matthew Scicluna, Simon Lacoste-Julien, Ioannis Mitliagkas

The bias-variance tradeoff tells us that as model complexity increases, bias falls and variances increases, leading to a U-shaped test error curve.

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