Haroon Raja

Learning overcomplete representations from distributed data: a brief review

Waheed U. Bajwa, Haroon Raja, W. Bajwa, 2016, SPIE Commercial + Scientific Sensing and Imaging.

Scaling-Up Distributed Processing of Data Streams for Machine Learning

Haroon Raja, Waheed U. Bajwa, Matthew Nokleby, 2020, Proceedings of the IEEE.

Fast and Communication-efficient Distributed Pca

Haroon Raja, Waheed U. Bajwa, Arpita Gang, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Waheed Uz Zaman Bajwa, Haroon Raja, W. Bajwa, 2014, IEEE Transactions on Signal Processing.

Tensor Regression Using Low-rank and Sparse Tucker Decompositions

W. Bajwa, Haroon Raja, Talal Ahmed, 2019, SIAM J. Math. Data Sci..

Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis pdf

Haroon Raja, Waheed U. Bajwa, W. Bajwa, 2020, Trans. Mach. Learn. Res..

Cloud K-SVD: Computing data-adaptive representations in the cloud

Waheed Uz Zaman Bajwa, Haroon Raja, W. Bajwa, 2013, 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton).

A convergence analysis of distributed dictionary learning based on the K-SVD algorithm

Waheed Uz Zaman Bajwa, Haroon Raja, W. Bajwa, 2015, 2015 IEEE International Symposium on Information Theory (ISIT).

Dictionary learning based nonlinear classifier training from distributed data

Waheed Uz Zaman Bajwa, Haroon Raja, Zahra Shakeri, 2014, 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Throughput enhancement by cross-layer header compression in WLANs

Haroon Raja, Hussain Syed Kazmi, Haroon Raja, 2010, 2010 16th Asia-Pacific Conference on Communications (APCC).

Scaling-Up Distributed Processing of Data Streams for Machine Learning

W. Bajwa, M. Nokleby, Haroon Raja, 2020, Proceedings of the IEEE.