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Journal Articles
- 2023
[j5]Attila Balint
, Haroon Raja, Johan Driesen, Hussain Syed Kazmi:
Using Domain-Augmented Federated Learning to Model Thermostatically Controlled Loads. IEEE Trans. Smart Grid 14(5): 4116-4124 (2023)- 2022
- [j4]Haroon Raja, Waheed U. Bajwa:
Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis. Trans. Mach. Learn. Res. 2022 (2022) - 2020
- [j3]Matthew S. Nokleby, Haroon Raja, Waheed U. Bajwa:
Scaling-Up Distributed Processing of Data Streams for Machine Learning. Proc. IEEE 108(11): 1984-2012 (2020) - [j2]Talal Ahmed, Haroon Raja, Waheed U. Bajwa:
Tensor Regression Using Low-Rank and Sparse Tucker Decompositions. SIAM J. Math. Data Sci. 2(4): 944-966 (2020) - 2016
- [j1]Haroon Raja, Waheed U. Bajwa:
Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data. IEEE Trans. Signal Process. 64(1): 173-188 (2016)
Conference and Workshop Papers
- 2023
- [c10]Attila Balint, Haroon Raja, Johan Driesen, Hussain Kazmi:
Using domain-augmented federated learning to model thermostatically controlled loads. ISGT EUROPE 2023: 1 - 2019
- [c9]Arpita Gang, Haroon Raja, Waheed U. Bajwa:
Fast and Communication-efficient Distributed Pca. ICASSP 2019: 7450-7454 - 2017
- [c8]Haroon Raja, Waheed U. Bajwa, Fauzia Ahmad:
Through-the-wall radar imaging using a distributed Quasi-Newton method. ACSSC 2017: 85-89 - [c7]Haroon Raja, Waheed U. Bajwa:
Recent developments in distributed dictionary learning. CISS 2017: 1 - 2016
- [c6]Haroon Raja, Muhammad U. Ilyas, Saad Saleh, Alex X. Liu, Hayder Radha:
Detecting national political unrest on Twitter. ICC 2016: 1-7 - 2015
- [c5]Haroon Raja, Waheed U. Bajwa:
A convergence analysis of distributed dictionary learning based on the K-SVD algorithm. ISIT 2015: 2186-2190 - 2014
- [c4]Zahra Shakeri, Haroon Raja, Waheed U. Bajwa:
Dictionary learning based nonlinear classifier training from distributed data. GlobalSIP 2014: 759-763 - 2013
- [c3]Haroon Raja, Waheed U. Bajwa:
Cloud K-SVD: Computing data-adaptive representations in the cloud. Allerton 2013: 1474-1481 - 2012
- [c2]Hassan Abid, Haroon Raja, Ali Munir, Jaweria Amjad, Aliya Mazhar, Dong-Young Lee:
Performance Analysis of WiMAX Best Effort and ertPS Service Classes for Video Transmission. ICCSA (3) 2012: 368-375 - [c1]Haroon Raja, Saad B. Qaisar:
Rate-Distortion Optimized Transcoder Selection for Multimedia Transmission in Heterogeneous Networks. ICCSA (3) 2012: 407-418
Informal and Other Publications
- 2020
- [i4]Haroon Raja, Waheed U. Bajwa:
Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis. CoRR abs/2001.01017 (2020) - [i3]Matthew S. Nokleby, Haroon Raja, Waheed U. Bajwa:
Scaling-up Distributed Processing of Data Streams for Machine Learning. CoRR abs/2005.08854 (2020) - 2019
- [i2]Talal Ahmed, Haroon Raja, Waheed U. Bajwa:
Tensor Regression Using Low-rank and Sparse Tucker Decompositions. CoRR abs/1911.03725 (2019) - 2014
- [i1]Haroon Raja, Waheed U. Bajwa:
Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data. CoRR abs/1412.7839 (2014)
Coauthor Index
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