David Belius

activity

20202022

most citedOn the Empirical Neural Tangent Kernel of Standard Finite-Width Convolutional Neural Network Architectures

2 citations · 4 across the 3 of their papers we have counts for

collaborators

Showing math.PRShow all

2 papers · 1 filter

math.PR2022★ 2 cited

High temperature TAP upper bound for the free energy of mean field spin glasses

David Belius

This work proves an upper bound for the free energy of the Sherrington-Kirkpatrick model and its generalizations in terms of the Thouless-Anderson-Palmer (TAP) energy. The result a…

math.PR2021

Fluctuations of the free energy of the mixed $p$ -spin mean field spin glass model

Debapratim Banerjee, David Belius

We prove the convergence in distribution of the fluctuations of the free energy of the mixed $p$ -spin Sherrington-Kirkpatrick model with non-vanishing $2$ -spin component at high en…

High temperature TAP upper bound for the free energy of mean field spin glasses

Fluctuations of the free energy of the mixed p-spin mean field spin glass model

Fluctuations of the free energy of the mixed $p$ -spin mean field spin glass model