Haroon Raja
Haroon Raja
AI research scientist, Eli Lilly
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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
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
Fast and communication-efficient distributed PCA
A Gang, H Raja, WU Bajwa
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Cloud K-SVD: Computing data-adaptive representations in the cloud
H Raja, WU Bajwa
2013 51st Annual Allerton Conference on Communication, Control, and …, 2013
Scaling-up distributed processing of data streams for machine learning
M Nokleby, H Raja, WU Bajwa
Proceedings of the IEEE 108 (11), 1984-2012, 2020
Distributed stochastic algorithms for high-rate streaming principal component analysis
H Raja, WU Bajwa
Transactions on Machine Learning Research, 2022
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
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
Using domain-augmented federated learning to model thermostatically controlled loads
A Balint, H Raja, J Driesen, H Kazmi
IEEE Transactions on Smart Grid, 2023
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
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
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
Dynamic Subspace Estimation with Grassmannian Geodesics
CJ Blocker, H Raja, JA Fessler, L Balzano
arXiv preprint arXiv:2303.14851, 2023
Throughput enhancement by cross-layer header compression in WLANs
HS Kazmi, H Raja
2010 16th Asia-Pacific Conference on Communications (APCC), 329-333, 2010
Nonconvex Representation Learning from Distributed Datasets
H Raja
Rutgers The State University of New Jersey, School of Graduate Studies, 2019
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
Recent developments in distributed dictionary learning
H Raja, WU Bajwa
2017 51st Annual Conference on Information Sciences and Systems (CISS), 1-1, 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
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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