Structures of Neural Network Effective Theories

Structures of Neural Network Effective Theories

3 May 2023

Tianji Cai

Zhengkang Zhang

Papers citing "Structures of Neural Network Effective Theories"

6 / 6 papers shown

Title
Why Rectified Power Unit Networks Fail and How to Improve It: An Effective Theory Perspective Taeyoung Kim Myungjoo Kang 30 0 0 04 Aug 2024
Equivariant Neural Tangent Kernels Philipp Misof Pan Kessel Jan E. Gerken 64 0 0 10 Jun 2024
Bayesian RG Flow in Neural Network Field Theories Jessica N. Howard Marc S. Klinger Anindita Maiti A. G. Stapleton 68 1 0 27 May 2024
Neural Network Field Theories: Non-Gaussianity, Actions, and Locality M. Demirtaş James Halverson Anindita Maiti M. Schwartz Keegan Stoner AI4CE 23 10 0 06 Jul 2023
Black holes and the loss landscape in machine learning P. Kumar Taniya Mandal Swapnamay Mondal 36 2 0 26 Jun 2023
Meta-Principled Family of Hyperparameter Scaling Strategies Sho Yaida 58 16 0 10 Oct 2022