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Scaling-up Distributed Processing of Data Streams for Machine Learning


May 18, 2020
Matthew Nokleby, Haroon Raja, Waheed U. Bajwa

* Preprint of a journal paper; 45 pages, 9 figures 

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Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis


Jan 04, 2020
Haroon Raja, Waheed U. Bajwa

* 37 pages, 11 figures; preprint of a journal submission 

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Tensor Regression Using Low-rank and Sparse Tucker Decompositions


Nov 09, 2019
Talal Ahmed, Haroon Raja, Waheed U. Bajwa

* 26 pages, 3 figures, 1 table; preprint of a journal article 

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


Aug 17, 2015
Haroon Raja, Waheed U. Bajwa

* IEEE Trans. Signal Processing, vol. 64, no. 1, pp. 173-188, Jan. 2016 
* Accepted for Publication in IEEE Trans. Signal Processing (2015); 16 pages, 3 figures 

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