Diego González-Sánchez

collaborators

3 papers

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…

math.DS2023

On measure-preserving $F_{p}^{ω}$ -systems of order $k$

Pablo Candela, Diego González-Sánchez, Balázs Szegedy

Building on previous work in the nilspace-theoretic approach to the study of Host-Kra factors of measure-preserving systems, we prove that every ergodic $F_{p}^{ω}$ -system of…

MLPs at the EOC: Concentration of the NTK

MLPs at the EOC: Spectrum of the NTK

On measure-preserving Fpω​-systems of order k

On measure-preserving $F_{p}^{ω}$ -systems of order $k$