Nonperturbative renormalization for the neural network-QFT correspondence

3 August 2021

Papers citing "Nonperturbative renormalization for the neural network-QFT correspondence"

14 / 14 papers shown

Title
Equivariant Neural Tangent Kernels Philipp Misof Pan Kessel Jan E. Gerken 52 0 0 10 Jun 2024
A Triumvirate of AI Driven Theoretical Discovery Yang-Hui He AI4CE 42 4 0 30 May 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
Wilsonian Renormalization of Neural Network Gaussian Processes Jessica N. Howard Ro Jefferson Anindita Maiti Z. Ringel BDL 64 3 0 09 May 2024
Emergent Equivariance in Deep Ensembles Jan E. Gerken Pan Kessel UQCV MDE 32 6 0 05 Mar 2024
Rigor with Machine Learning from Field Theory to the Poincaré Conjecture Sergei Gukov James Halverson Fabian Ruehle AI4CE 44 16 0 20 Feb 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 28 2 0 26 Jun 2023
Structures of Neural Network Effective Theories cCaugin Ararat Tianji Cai Cem Tekin Zhengkang Zhang 49 7 0 03 May 2023
Renormalization in the neural network-quantum field theory correspondence Harold Erbin Vincent Lahoche D. O. Samary 26 7 0 22 Dec 2022
Characterizing 4-string contact interaction using machine learning Harold Erbin Atakan Hilmi Fırat 28 15 0 16 Nov 2022
p-Adic Statistical Field Theory and Deep Belief Networks W. A. Zúñiga-Galindo AI4CE 14 11 0 28 Jul 2022
A duality connecting neural network and cosmological dynamics Sven Krippendorf M. Spannowsky AI4CE 28 8 0 22 Feb 2022
The edge of chaos: quantum field theory and deep neural networks Kevin T. Grosvenor R. Jefferson 30 22 0 27 Sep 2021