Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training

29 October 2021

Papers citing "Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training"

4 / 4 papers shown

Title
Dynamics of Finite Width Kernel and Prediction Fluctuations in Mean Field Neural Networks Blake Bordelon Cengiz Pehlevan MLT 38 29 0 06 Apr 2023
High-dimensional scaling limits and fluctuations of online least-squares SGD with smooth covariance Krishnakumar Balasubramanian Promit Ghosal Ye He 38 5 0 03 Apr 2023
A Functional-Space Mean-Field Theory of Partially-Trained Three-Layer Neural Networks Zhengdao Chen Eric Vanden-Eijnden Joan Bruna MLT 25 5 0 28 Oct 2022
Mean-field analysis for heavy ball methods: Dropout-stability, connectivity, and global convergence Diyuan Wu Vyacheslav Kungurtsev Marco Mondelli 23 3 0 13 Oct 2022