Search Results for author: Elizaveta Demyanenko

Found 2 papers, 1 papers with code

The twin peaks of learning neural networks

no code implementations23 Jan 2024 Elizaveta Demyanenko, Christoph Feinauer, Enrico M. Malatesta, Luca Saglietti

Recent works demonstrated the existence of a double-descent phenomenon for the generalization error of neural networks, where highly overparameterized models escape overfitting and achieve good test performance, at odds with the standard bias-variance trade-off described by statistical learning theory.

Learning Theory

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