Joint Group Invariant Functions on Data-Parameter Domain Induce Universal Neural Networks

5 October 2023

Papers citing "Joint Group Invariant Functions on Data-Parameter Domain Induce Universal Neural Networks"

4 / 4 papers shown

Title
Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines Sho Sonoda Yuka Hashimoto Isao Ishikawa Masahiro Ikeda 39 0 0 22 May 2024
A unified Fourier slice method to derive ridgelet transform for a variety of depth-2 neural networks Sho Sonoda Isao Ishikawa Masahiro Ikeda 49 4 0 25 Feb 2024
Position: Categorical Deep Learning is an Algebraic Theory of All Architectures Bruno Gavranovic Paul Lessard Andrew Dudzik Tamara von Glehn J. G. Araújo Petar Velickovic 40 8 0 23 Feb 2024
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 176 1,119 0 27 Apr 2021