Non-Euclidean Universal Approximation

3 June 2020

Papers citing "Non-Euclidean Universal Approximation"

10 / 10 papers shown

Title
Minimum Width for Universal Approximation Sejun Park Chulhee Yun Jaeho Lee Jinwoo Shin 68 124 0 16 Jun 2020
Deep, Skinny Neural Networks are not Universal Approximators Jesse Johnson 50 66 0 30 Sep 2018
Universality of Deep Convolutional Neural Networks Ding-Xuan Zhou HAI PINN 412 514 0 28 May 2018
Hyperbolic Neural Networks O. Ganea Gary Bécigneul Thomas Hofmann 56 603 0 23 May 2018
Representation Tradeoffs for Hyperbolic Embeddings Christopher De Sa Albert Gu Christopher Ré Frederic Sala 213 412 0 10 Apr 2018
The Expressive Power of Neural Networks: A View from the Width Zhou Lu Hongming Pu Feicheng Wang Zhiqiang Hu Liwei Wang 99 894 0 08 Sep 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 90 1,305 0 22 May 2017
A Random Matrix Approach to Neural Networks Cosme Louart Zhenyu Liao Romain Couillet 65 161 0 17 Feb 2017
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 323 18,625 0 06 Feb 2015
Regression on fixed-rank positive semidefinite matrices: a Riemannian approach Gilles Meyer Silvere Bonnabel R. Sepulchre 88 89 0 07 Jun 2010