Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data

25 December 2014

Papers citing "Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data"

9 / 9 papers shown

Title
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 21 10 0 21 Aug 2023
Cloud K-SVD for Image Denoising Christian Marius Lillelund Henrik Bagger Jensen Christian Fischer Pedersen 18 1 0 01 Mar 2023
FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis Arpita Gang W. Bajwa 57 17 0 27 Aug 2021
DeEPCA: Decentralized Exact PCA with Linear Convergence Rate Haishan Ye Tong Zhang 8 24 0 08 Feb 2021
A Linearly Convergent Algorithm for Distributed Principal Component Analysis Arpita Gang W. Bajwa 27 24 0 05 Jan 2021
One-shot Distributed Algorithm for Generalized Eigenvalue Problem Kexin Lv Fan He Xiaolin Huang Jie-jin Yang Zheng Sun 23 0 0 22 Oct 2020
Federated Unsupervised Representation Learning Fengda Zhang Kun Kuang Zhaoyang You T. Shen Jun Xiao Yin Zhang Chao-Xiang Wu Yueting Zhuang Xiaolin Li FedML 28 134 0 18 Oct 2020
S-ADDOPT: Decentralized stochastic first-order optimization over directed graphs Muhammad I. Qureshi Ran Xin S. Kar U. Khan 17 33 0 15 May 2020
Distributed stochastic optimization with gradient tracking over strongly-connected networks Ran Xin Anit Kumar Sahu U. Khan S. Kar 15 111 0 18 Mar 2019