Haroon Raja
Haroon Raja
Postdoc researcher, University of Michigan, EECS
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
Cloud K-SVD: A collaborative dictionary learning algorithm for big, distributed data
H Raja, WU Bajwa
IEEE Transactions on Signal Processing 64 (1), 173-188, 2015
542015
Cloud K-SVD: Computing data-adaptive representations in the cloud
H Raja, WU Bajwa
2013 51st Annual Allerton Conference on Communication, Control, and …, 2013
142013
Parametric dictionary learning for TWRI using distributed particle swarm optimization
H Raja, WU Bajwa, F Ahmad, MG Amin
2016 IEEE Radar Conference (RadarConf), 1-5, 2016
72016
Dictionary learning based nonlinear classifier training from distributed data
Z Shakeri, H Raja, WU Bajwa
2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2014
62014
Detecting national political unrest on Twitter
H Raja, MU Ilyas, S Saleh, AX Liu, H Radha
2016 IEEE International Conference on Communications (ICC), 1-7, 2016
42016
A convergence analysis of distributed dictionary learning based on the k-svd algorithm
H Raja, WU Bajwa
2015 IEEE International Symposium on Information Theory (ISIT), 2186-2190, 2015
32015
Distributed stochastic algorithms for high-rate streaming principal component analysis
H Raja, WU Bajwa
arXiv preprint arXiv:2001.01017, 2020
22020
Through-the-wall radar imaging using a distributed quasi-Newton method
H Raja, WU Bajwa, F Ahmad
2017 51st Asilomar Conference on Signals, Systems, and Computers, 85-89, 2017
22017
Throughput enhancement by cross-layer header compression in wlans
HS Kazmi, H Raja
2010 16th Asia-Pacific Conference on Communications (APCC), 329-333, 2011
22011
Tensor Regression Using Low-rank and Sparse Tucker Decompositions
T Ahmed, H Raja, WU Bajwa
SIAM Journal on Mathematics of Data Science 2 (4), 944-966, 2020
12020
Fast and Communication-efficient Distributed Pca
A Gang, H Raja, WU Bajwa
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
12019
Nonconvex representation learning from distributed datasets
H Raja
Rutgers University-School of Graduate Studies, 2019
12019
Rate-distortion optimized transcoder selection for multimedia transmission in heterogeneous networks
H Raja, SB Qaisar
International Conference on Computational Science and Its Applications, 407-418, 2012
12012
Scaling-up Distributed Processing of Data Streams for Machine Learning
M Nokleby, H Raja, WU Bajwa
arXiv preprint arXiv:2005.08854, 2020
2020
Recent developments in distributed dictionary learning
H Raja, WU Bajwa
2017 51st Annual Conference on Information Sciences and Systems (CISS), 1-1, 2017
2017
Learning overcomplete representations from distributed data: a brief review
H Raja, WU Bajwa
Compressive Sensing V: From Diverse Modalities to Big Data Analytics 9857 …, 2016
2016
DIMACS Workshop on Distributed Optimization, Information Processing, and Learning
MA Chang, A Daneshmand, M Eisen, S Gade, K Gatsis, D Hajinezhad, ...
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Articles 1–17