Diego Gonz'alez-S'anchez

activity

20182025

collaborators

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3 papers · 1 filter

cs.LG2025

MLPs at the EOC: Concentration of the NTK

Dávid Terjék, Diego González-Sánchez

We study the concentration of the Neural Tangent Kernel (NTK) $K_{θ} : R^{m_{0}} \times R^{m_{0}} \to R^{m_{l} \times m_{l}}$ of $l$ -layer Multilayer Perceptrons (M…

cs.LG2025

MLPs at the EOC: Spectrum of the NTK

Dávid Terjék, Diego González-Sánchez

We study the properties of the Neural Tangent Kernel (NTK) $K \infty : R^{m_{0}} \times R^{m_{0}} \to R^{m_{l} \times m_{l}}$ corres…

cs.LG2022

A Framework for Overparameterized Learning

Dávid Terjék, Diego González-Sánchez

A candidate explanation of the good empirical performance of deep neural networks is the implicit regularization effect of first order optimization methods. Inspired by this, we pr…