Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design

3 December 2021

Papers citing "Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic NN Design"

12 / 12 papers shown

Title
Nested subspace learning with flags Tom Szwagier Xavier Pennec 53 0 0 09 Feb 2025
Neuc-MDS: Non-Euclidean Multidimensional Scaling Through Bilinear Forms Chengyuan Deng Jie Gao Kevin Lu Feng Luo Hongbin Sun Cheng Xin 35 1 0 31 Dec 2024
Improving Hyperbolic Representations via Gromov-Wasserstein Regularization Yifei Yang Wonjun Lee Dongmian Zou Gilad Lerman 34 2 0 15 Jul 2024
Distributional Reduction: Unifying Dimensionality Reduction and Clustering with Gromov-Wasserstein Hugues van Assel Cédric Vincent-Cuaz Nicolas Courty Rémi Flamary Pascal Frossard Titouan Vayer 26 3 0 03 Feb 2024
Fun with Flags: Robust Principal Directions via Flag Manifolds Nathan Mankovich Gustau Camps-Valls Tolga Birdal 42 5 0 08 Jan 2024
Unraveling the Single Tangent Space Fallacy: An Analysis and Clarification for Applying Riemannian Geometry in Robot Learning Noémie Jaquier Leonel Rozo Tamim Asfour 23 7 0 11 Oct 2023
Hyperbolic Convolution via Kernel Point Aggregation Eric Qu Dongmian Zou 45 3 0 15 Jun 2023
Fully Hyperbolic Convolutional Neural Networks for Computer Vision Ahmad Bdeir Kristian Schwethelm Niels Landwehr 33 10 0 28 Mar 2023
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space Xiran Fan Chun-Hao Yang B. Vemuri 30 7 0 14 Feb 2023
Lorentz Equivariant Model for Knowledge-Enhanced Hyperbolic Collaborative Filtering Bosong Huang Weihao Yu Ruzhong Xie Jing Xiao Jin Huang 30 0 0 09 Feb 2023
Low Dimensional Invariant Embeddings for Universal Geometric Learning Nadav Dym S. Gortler 21 39 0 05 May 2022
Barycentric Subspace Analysis on Manifolds Xavier Pennec 65 82 0 11 Jul 2016