Fully-Connected Network on Noncompact Symmetric Space and Ridgelet Transform based on Helgason-Fourier Analysis

3 March 2022

Papers citing "Fully-Connected Network on Noncompact Symmetric Space and Ridgelet Transform based on Helgason-Fourier Analysis"

12 / 12 papers shown

Title
Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines Sho Sonoda Yuka Hashimoto Isao Ishikawa Masahiro Ikeda 34 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 35 4 0 25 Feb 2024
Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning Li Sun Zhenhao Huang Zixi Wang Feiyang Wang Hao Peng Philip Yu 29 16 0 02 Jan 2024
Riemannian Residual Neural Networks Isay Katsman Eric Chen Sidhanth Holalkere Anna Asch Aaron Lou Ser-Nam Lim Christopher De Sa 18 10 0 16 Oct 2023
Joint Group Invariant Functions on Data-Parameter Domain Induce Universal Neural Networks Sho Sonoda Hideyuki Ishi Isao Ishikawa Masahiro Ikeda 8 4 0 05 Oct 2023
Deep Ridgelet Transform: Voice with Koopman Operator Proves Universality of Formal Deep Networks Sho Sonoda Yuka Hashimoto Isao Ishikawa Masahiro Ikeda 16 3 0 05 Oct 2023
Hyperbolic Random Forests Lars Doorenbos Pablo Márquez-Neila Raphael Sznitman Pascal Mettes 16 5 0 25 Aug 2023
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space Xiran Fan Chun-Hao Yang B. Vemuri 16 7 0 14 Feb 2023
Quantum Ridgelet Transform: Winning Lottery Ticket of Neural Networks with Quantum Computation H. Yamasaki Sathyawageeswar Subramanian Satoshi Hayakawa Sho Sonoda MLT 30 4 0 27 Jan 2023
Universality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups Sho Sonoda Isao Ishikawa Masahiro Ikeda 22 9 0 30 May 2022
Random Laplacian Features for Learning with Hyperbolic Space Tao Yu Chris De Sa 19 8 0 14 Feb 2022
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 174 1,103 0 27 Apr 2021