Symmetry-via-Duality: Invariant Neural Network Densities from Parameter-Space Correlators

1 June 2021

Papers citing "Symmetry-via-Duality: Invariant Neural Network Densities from Parameter-Space Correlators"

16 / 16 papers shown

Title
TASI Lectures on Physics for Machine Learning Jim Halverson 80 1 0 31 Jul 2024
Bayesian RG Flow in Neural Network Field Theories Jessica N. Howard Marc S. Klinger Anindita Maiti A. G. Stapleton 138 2 0 27 May 2024
Rigor with Machine Learning from Field Theory to the Poincaré Conjecture Sergei Gukov James Halverson Fabian Ruehle AI4CE 84 16 0 20 Feb 2024
NCoder -- A Quantum Field Theory approach to encoding data David S. Berman Marc S. Klinger A. G. Stapleton AI4CE 83 2 0 01 Feb 2024
Neural Network Field Theories: Non-Gaussianity, Actions, and Locality M. Demirtaş James Halverson Anindita Maiti M. Schwartz Keegan Stoner AI4CE 75 10 0 06 Jul 2023
Black holes and the loss landscape in machine learning P. Kumar Taniya Mandal Swapnamay Mondal 74 2 0 26 Jun 2023
Structures of Neural Network Effective Theories cCaugin Ararat Tianji Cai Cem Tekin Zhengkang Zhang 114 7 0 03 May 2023
Renormalization in the neural network-quantum field theory correspondence Harold Erbin Vincent Lahoche D. O. Samary 107 7 0 22 Dec 2022
p-Adic Statistical Field Theory and Deep Belief Networks W. A. Zúñiga-Galindo AI4CE 85 11 0 28 Jul 2022
Data Science and Machine Learning in Education G. Benelli Thomas Y. Chen Javier Mauricio Duarte Matthew Feickert Matthew Graham ... K. Terao S. Thais A. Roy J. Vlimant G. Chachamis AI4CE 81 5 0 19 Jul 2022
A duality connecting neural network and cosmological dynamics Sven Krippendorf M. Spannowsky AI4CE 80 8 0 22 Feb 2022
Infinite Neural Network Quantum States: Entanglement and Training Dynamics Di Luo James Halverson 79 6 0 01 Dec 2021
The edge of chaos: quantum field theory and deep neural networks Kevin T. Grosvenor R. Jefferson 86 22 0 27 Sep 2021
Nonperturbative renormalization for the neural network-QFT correspondence Harold Erbin Vincent Lahoche D. O. Samary 110 30 0 03 Aug 2021
Neural Networks and Quantum Field Theory James Halverson Anindita Maiti Keegan Stoner 115 78 0 19 Aug 2020
Sampling using $SU(N)$ gauge equivariant flows D. Boyda G. Kanwar S. Racanière Danilo Jimenez Rezende M. S. Albergo Kyle Cranmer D. Hackett P. Shanahan 105 129 0 12 Aug 2020