Analysis of One-Hidden-Layer Neural Networks via the Resolvent Method

11 May 2021

Papers citing "Analysis of One-Hidden-Layer Neural Networks via the Resolvent Method"

5 / 5 papers shown

Title
Generalization for Least Squares Regression With Simple Spiked Covariances Jiping Li Rishi Sonthalia 28 0 0 17 Oct 2024
Universality for the global spectrum of random inner-product kernel matrices in the polynomial regime S. Dubova Yue M. Lu Benjamin McKenna H. Yau 19 4 0 27 Oct 2023
Deterministic equivalent of the Conjugate Kernel matrix associated to Artificial Neural Networks Clément Chouard 28 2 0 09 Jun 2023
Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization Simone Bombari Mohammad Hossein Amani Marco Mondelli 33 26 0 20 May 2022
Deformed semicircle law and concentration of nonlinear random matrices for ultra-wide neural networks Zhichao Wang Yizhe Zhu 35 18 0 20 Sep 2021