C-DIEGO: An Algorithm with Near-Optimal Sample Complexity for Distributed, Streaming PCA

Muhammad Zulqarnain, Arpita Gang, Waheed U. Bajwa
January 2023
Cite DOI
Type
Conference paper
Publication
2023 57th Annual Conference on Information Sciences and Systems (CISS)
Representation Learning;Dimensionality Reduction;Machine Learning Algorithms;Sociology;Distributed Databases;Training Data;Covariance Matrices;Dimension Reduction;distributed Learning;Oja's Method;principal Component Analysis;streaming Data