Random matrix analysis of deep neural network weight matrices

28 March 2022

Papers citing "Random matrix analysis of deep neural network weight matrices"

5 / 5 papers shown

Title
LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning Zhekai Du Yinjie Min Jingjing Li Ke Lu Changliang Zou Liuhua Peng Tingjin Chu M. Gong 113 1 0 05 Feb 2025
Universal characteristics of deep neural network loss surfaces from random matrix theory Nicholas P. Baskerville J. Keating F. Mezzadri J. Najnudel Diego Granziol 9 4 0 17 May 2022
Physics-informed generative neural network: an application to troposphere temperature prediction Zhihao Chen Jie Gao Weikai Wang Zheng Yan AI4CE 24 17 0 08 Jul 2021
Fast inference of deep neural networks in FPGAs for particle physics Javier Mauricio Duarte Song Han Philip C. Harris S. Jindariani E. Kreinar ... J. Ngadiuba M. Pierini R. Rivera N. Tran Zhenbin Wu AI4CE 75 385 0 16 Apr 2018
Cleaning large correlation matrices: tools from random matrix theory J. Bun J. Bouchaud M. Potters 22 263 0 25 Oct 2016