DeEPCA: Decentralized Exact PCA with Linear Convergence Rate

DeEPCA: Decentralized Exact PCA with Linear Convergence Rate

8 February 2021

Tong Zhang

Papers citing "DeEPCA: Decentralized Exact PCA with Linear Convergence Rate"

13 / 13 papers shown

Title
Rapid Grassmannian Averaging with Chebyshev Polynomials Brighton Ancelin Alex Saad-Falcon Kason Ancelin Justin Romberg 34 0 0 11 Oct 2024
Nonconvex Federated Learning on Compact Smooth Submanifolds With Heterogeneous Data Jiaojiao Zhang Jiang Hu Anthony Man-Cho So Mikael Johansson 37 2 0 12 Jun 2024
Decentralized Directed Collaboration for Personalized Federated Learning Yingqi Liu Yifan Shi Qinglun Li Baoyuan Wu Xueqian Wang Li Shen FedML 65 3 0 28 May 2024
Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold Jun Chen Haishan Ye Mengmeng Wang Tianxin Huang Guangwen Dai Ivor W.Tsang Yong-Jin Liu 23 10 0 21 Aug 2023
Achieving Consensus over Compact Submanifolds Jiang Hu Jiaojiao Zhang Kangkang Deng 28 3 0 07 Jun 2023
Towards More Suitable Personalization in Federated Learning via Decentralized Partial Model Training Yi Shi Yingqi Liu Yan Sun Zihao Lin Li Shen Xueqian Wang Dacheng Tao FedML 45 10 0 24 May 2023
Decentralized Weakly Convex Optimization Over the Stiefel Manifold Jinxin Wang Jiang Hu Shixiang Chen Zengde Deng Anthony Man-Cho So 17 7 0 31 Mar 2023
Improving the Model Consistency of Decentralized Federated Learning Yi Shi Li Shen Kang Wei Yan Sun Bo Yuan Xueqian Wang Dacheng Tao FedML 36 51 0 08 Feb 2023
Decentralized Optimization Over the Stiefel Manifold by an Approximate Augmented Lagrangian Function Lei Wang Xin Liu 26 23 0 30 Dec 2021
FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis Arpita Gang W. Bajwa 60 17 0 27 Aug 2021
Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation Arpita Gang Bingqing Xiang W. Bajwa 17 14 0 11 Mar 2021
Decentralized Riemannian Gradient Descent on the Stiefel Manifold Shixiang Chen Alfredo García Mingyi Hong Shahin Shahrampour 9 42 0 14 Feb 2021
Seeking Consensus on Subspaces in Federated Principal Component Analysis Lei Wang Xin Liu Yin Zhang FedML 16 2 0 07 Dec 2020