Highly Scalable and Provably Accurate Classification in Poincare Balls

8 September 2021

Papers citing "Highly Scalable and Provably Accurate Classification in Poincare Balls"

9 / 9 papers shown

Title
Convex Relaxation for Solving Large-Margin Classifiers in Hyperbolic Space Sheng Yang Peihan Liu C. Pehlevan 29 0 0 27 May 2024
Hyperbolic Random Forests Lars Doorenbos Pablo Márquez-Neila Raphael Sznitman Pascal Mettes 16 5 0 25 Aug 2023
Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls Saurav Prakash Jin Sima Chao Pan Eli Chien O. Milenkovic FedML 42 2 0 14 Aug 2023
Horospherical Decision Boundaries for Large Margin Classification in Hyperbolic Space Xiran Fan Chun-Hao Yang B. Vemuri 27 7 0 14 Feb 2023
Principal Component Analysis in Space Forms Puoya Tabaghi Michael Khanzadeh Yusu Wang Sivash Mirarab 24 8 0 06 Jan 2023
The Numerical Stability of Hyperbolic Representation Learning Gal Mishne Zhengchao Wan Yusu Wang Sheng Yang 17 20 0 31 Oct 2022
HyperAid: Denoising in hyperbolic spaces for tree-fitting and hierarchical clustering Eli Chien Puoya Tabaghi O. Milenkovic 16 4 0 19 May 2022
Provably Accurate and Scalable Linear Classifiers in Hyperbolic Spaces Chao Pan Eli Chien Puoya Tabaghi Jianhao Peng O. Milenkovic 12 3 0 07 Mar 2022
Linear Classifiers in Product Space Forms Puoya Tabaghi Chao Pan Eli Chien Jianhao Peng Olgica Milenković 32 9 0 19 Feb 2021