NCoder -- A Quantum Field Theory approach to encoding data

1 February 2024

Papers citing "NCoder -- A Quantum Field Theory approach to encoding data"

10 / 10 papers shown

Title
Bayesian RG Flow in Neural Network Field Theories Jessica N. Howard Marc S. Klinger Anindita Maiti A. G. Stapleton 90 2 0 27 May 2024
Learning from Topology: Cosmological Parameter Estimation from the Large-scale Structure Jacky H. T. Yip Adam Rouhiainen G. Shiu 86 2 0 04 Aug 2023
Neural Network Field Theories: Non-Gaussianity, Actions, and Locality M. Demirtaş James Halverson Anindita Maiti M. Schwartz Keegan Stoner AI4CE 43 10 0 06 Jul 2023
Renormalization in the neural network-quantum field theory correspondence Harold Erbin Vincent Lahoche D. O. Samary 78 7 0 22 Dec 2022
The Inverse of Exact Renormalization Group Flows as Statistical Inference D. Berman Marc S. Klinger 53 16 0 21 Dec 2022
Building Quantum Field Theories Out of Neurons James Halverson 21 21 0 08 Dec 2021
Symmetry-via-Duality: Invariant Neural Network Densities from Parameter-Space Correlators Anindita Maiti Keegan Stoner James Halverson 45 20 0 01 Jun 2021
Neural Networks and Quantum Field Theory James Halverson Anindita Maiti Keegan Stoner 66 77 0 19 Aug 2020
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 254 8,856 0 25 Aug 2017
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 230 16,336 0 30 Apr 2014