Linear Classifiers in Product Space Forms

19 February 2021

Papers citing "Linear Classifiers in Product Space Forms"

21 / 21 papers shown

Title
Mixed-Curvature Decision Trees and Random Forests Philippe Chlenski Quentin Chu I. Pe’er 52 2 0 07 Jun 2024
Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries Haitz Sáez de Ocáriz Borde Anastasis Kratsios 133 5 0 23 Oct 2023
Highly Scalable and Provably Accurate Classification in Poincare Balls Eli Chien Chao Pan Puoya Tabaghi O. Milenkovic 44 12 0 08 Sep 2021
A Hyperbolic-to-Hyperbolic Graph Convolutional Network Jindou Dai Yuwei Wu Zhi Gao Yunde Jia 56 77 0 14 Apr 2021
Switch Spaces: Learning Product Spaces with Sparse Gating Shuai Zhang Yi Tay Wenqi Jiang Da-Cheng Juan Ce Zhang 80 7 0 17 Feb 2021
Geometry of Similarity Comparisons Puoya Tabaghi Jianhao Peng O. Milenkovic Ivan Dokmanić 52 5 0 17 Jun 2020
Hyperbolic Distance Matrices Puoya Tabaghi Ivan Dokmanić 23 29 0 18 May 2020
Robust Large-Margin Learning in Hyperbolic Space Melanie Weber Manzil Zaheer A. S. Rawat A. Menon Sanjiv Kumar 111 33 0 11 Apr 2020
Mixed-curvature Variational Autoencoders Ondrej Skopek O. Ganea Gary Bécigneul CML DRL BDL 55 102 0 19 Nov 2019
Constant Curvature Graph Convolutional Networks Gregor Bachmann Gary Bécigneul O. Ganea GNN 73 136 0 12 Nov 2019
Spherical Text Embedding Yu Meng Jiaxin Huang Guangyuan Wang Chao Zhang Honglei Zhuang Lance M. Kaplan Jiawei Han RALM 47 117 0 04 Nov 2019
Hyperbolic Graph Convolutional Neural Networks Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 101 646 0 28 Oct 2019
Hyperbolic Graph Neural Networks Qi Liu Maximilian Nickel Douwe Kiela AI4CE GNN 71 380 0 28 Oct 2019
Hyperbolic Image Embeddings Valentin Khrulkov L. Mirvakhabova E. Ustinova Ivan Oseledets Victor Lempitsky 66 291 0 03 Apr 2019
Poincaré GloVe: Hyperbolic Word Embeddings A. Tifrea Gary Bécigneul O. Ganea 57 287 0 15 Oct 2018
Large-Margin Classification in Hyperbolic Space Hyunghoon Cho B. Demeo Jianhao Peng Bonnie Berger 43 74 0 01 Jun 2018
Hyperbolic Neural Networks O. Ganea Gary Bécigneul Thomas Hofmann 50 602 0 23 May 2018
Representation Tradeoffs for Hyperbolic Embeddings Christopher De Sa Albert Gu Christopher Ré Frederic Sala 185 411 0 10 Apr 2018
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 81 1,301 0 22 May 2017
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 672 3,274 0 24 Nov 2016
Importance Weighted Autoencoders Yuri Burda Roger C. Grosse Ruslan Salakhutdinov BDL 246 1,245 0 01 Sep 2015