Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis

27 February 2017

Papers citing "Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis"

10 / 10 papers shown

Title
Scalable and Privacy-Preserving Federated Principal Component Analysis D. Froelicher Hyunghoon Cho Manaswitha Edupalli João Sá Sousa Jean-Philippe Bossuat Apostolos Pyrgelis J. Troncoso-Pastoriza Bonnie Berger Jean-Pierre Hubaux FedML 24 15 0 31 Mar 2023
Statistical Analysis of Karcher Means for Random Restricted PSD Matrices Hengchao Chen Xiang Li Qiang Sun 17 1 0 24 Feb 2023
Personalized PCA: Decoupling Shared and Unique Features Naichen Shi Raed Al Kontar 30 14 0 17 Jul 2022
Communication-efficient distributed eigenspace estimation with arbitrary node failures Vasileios Charisopoulos Anil Damle 16 1 0 31 May 2022
Distributed Principal Component Analysis with Limited Communication Foivos Alimisis Peter Davies Bart Vandereycken Dan Alistarh 32 12 0 27 Oct 2021
One-shot Distributed Algorithm for Generalized Eigenvalue Problem Kexin Lv Fan He Xiaolin Huang Jie-jin Yang Zheng Sun 26 0 0 22 Oct 2020
Distributed Estimation for Principal Component Analysis: an Enlarged Eigenspace Analysis Xi Chen J. Lee He Li Yun Yang 23 6 0 05 Apr 2020
Communication-Efficient Edge AI: Algorithms and Systems Yuanming Shi Kai Yang Tao Jiang Jun Zhang Khaled B. Letaief GNN 29 327 0 22 Feb 2020
Communication-Efficient Accurate Statistical Estimation Jianqing Fan Yongyi Guo Kaizheng Wang 19 110 0 12 Jun 2019
On the Gap Between Strict-Saddles and True Convexity: An Omega(log d) Lower Bound for Eigenvector Approximation Max Simchowitz A. Alaoui Benjamin Recht 18 13 0 14 Apr 2017