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Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation


Mar 11, 2021
Bingqing Xiang, Arpita Gang, Waheed U. Bajwa

* 15 pages; 14 figures; 8 tables; preprint of a journal paper 

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A Linearly Convergent Algorithm for Distributed Principal Component Analysis


Jan 05, 2021
Arpita Gang, Waheed U. Bajwa

* 30 pages; 15 figures; preprint of a journal paper 

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Adversary-resilient Inference and Machine Learning: From Distributed to Decentralized


Aug 23, 2019
Zhixiong Yang, Arpita Gang, Waheed U. Bajwa

* 20 pages, 6 figures, 2 tables; currently in review for journal publication 

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