Criticality & Deep Learning II: Momentum Renormalisation Group

31 May 2017

Papers citing "Criticality & Deep Learning II: Momentum Renormalisation Group"

4 / 4 papers shown

Title
Dynamic neuron approach to deep neural networks: Decoupling neurons for renormalization group analysis Donghee Lee Hye-Sung Lee Jaeok Yi 49 1 0 01 Oct 2024
Categorical Representation Learning and RG flow operators for algorithmic classifiers A. Sheshmani Yi-Zhuang You Wenbo Fu A. Azizi AI4CE 26 1 0 15 Mar 2022
RG-Flow: A hierarchical and explainable flow model based on renormalization group and sparse prior Hong-Ye Hu Dian Wu Yi-Zhuang You Bruno A. Olshausen Yubei Chen BDL DRL 89 16 0 30 Sep 2020
Implicit Self-Regularization in Deep Neural Networks: Evidence from Random Matrix Theory and Implications for Learning Charles H. Martin Michael W. Mahoney AI4CE 134 201 0 02 Oct 2018