Federated Classification in Hyperbolic Spaces via Secure Aggregation of
Convex Hulls

Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls

14 August 2023

Jin Sima

Papers citing "Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls"

17 / 17 papers shown

Title
Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation Learning Ya-Wei Eileen Lin Ronald R. Coifman Zhengchao Wan Ronen Talmon 66 16 0 30 May 2023
Machine Unlearning of Federated Clusters Chao Pan Jin Sima Saurav Prakash Vishal Rana O. Milenkovic FedML MU 66 29 0 28 Oct 2022
Federated Learning on Riemannian Manifolds Jiaxiang Li Shiqian Ma FedML 38 13 0 12 Jun 2022
HyperAid: Denoising in hyperbolic spaces for tree-fitting and hierarchical clustering Eli Chien Puoya Tabaghi O. Milenkovic 37 4 0 19 May 2022
Provably Accurate and Scalable Linear Classifiers in Hyperbolic Spaces Chao Pan Eli Chien Puoya Tabaghi Jianhao Peng O. Milenkovic 31 3 0 07 Mar 2022
Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks Saurav Prakash S. Dhakal M. Akdeniz Yair Yona S. Talwar Salman Avestimehr N. Himayat FedML 90 93 0 12 Nov 2020
Distilled One-Shot Federated Learning Yanlin Zhou George Pu Xiyao Ma Xiaolin Li D. Wu FedML DD 118 159 0 17 Sep 2020
Correlated Data in Differential Privacy: Definition and Analysis Tao Zhang Tianqing Zhu Renping Liu Wanlei Zhou 72 13 0 01 Aug 2020
Learning from Noisy Labels with Deep Neural Networks: A Survey Hwanjun Song Minseok Kim Dongmin Park Yooju Shin Jae-Gil Lee NoLa 92 985 0 16 Jul 2020
Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding Rishi Sonthalia A. Gilbert 45 51 0 08 May 2020
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 161 6,226 0 10 Dec 2019
Hyperbolic Graph Neural Networks Qi Liu Maximilian Nickel Douwe Kiela AI4CE GNN 71 380 0 28 Oct 2019
Differential Privacy Has Disparate Impact on Model Accuracy Eugene Bagdasaryan Vitaly Shmatikov 91 480 0 28 May 2019
Hyperbolic Image Embeddings Valentin Khrulkov L. Mirvakhabova E. Ustinova Ivan Oseledets Victor Lempitsky 53 288 0 03 Apr 2019
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry Maximilian Nickel Douwe Kiela 45 459 0 09 Jun 2018
Hyperbolic Neural Networks O. Ganea Gary Bécigneul Thomas Hofmann 50 601 0 23 May 2018
Representation Tradeoffs for Hyperbolic Embeddings Christopher De Sa Albert Gu Christopher Ré Frederic Sala 177 411 0 10 Apr 2018