Renormalization in the neural network-quantum field theory correspondence

22 December 2022

Papers citing "Renormalization in the neural network-quantum field theory correspondence"

8 / 8 papers shown

Title
A Scale-Invariant Diagnostic Approach Towards Understanding Dynamics of Deep Neural Networks A. Moharil Damian Tamburri I. Kumara Willem-jan Van Den Heuvel Alireza Azarfar AI4CE 29 0 0 12 Jul 2024
Bayesian RG Flow in Neural Network Field Theories Jessica N. Howard Marc S. Klinger Anindita Maiti A. G. Stapleton 60 1 0 27 May 2024
Wilsonian Renormalization of Neural Network Gaussian Processes Jessica N. Howard Ro Jefferson Anindita Maiti Z. Ringel BDL 62 3 0 09 May 2024
NCoder -- A Quantum Field Theory approach to encoding data David S. Berman Marc S. Klinger A. G. Stapleton AI4CE 35 2 0 01 Feb 2024
Black holes and the loss landscape in machine learning P. Kumar Taniya Mandal Swapnamay Mondal 26 2 0 26 Jun 2023
Structures of Neural Network Effective Theories cCaugin Ararat Tianji Cai Cem Tekin Zhengkang Zhang 47 7 0 03 May 2023
A Survey on Neural Network Interpretability Yu Zhang Peter Tiño A. Leonardis K. Tang FaML XAI 137 656 0 28 Dec 2020
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 175 1,184 0 30 Nov 2014