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Waheed U. Bajwa, Ph.D. - Publications

Affiliations: 
2009 University of Wisconsin, Madison, Madison, WI 
Area:
Electronics and Electrical Engineering
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29 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Ghassemi M, Shakeri Z, Sarwate AD, Bajwa WU. Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms Ieee Transactions On Signal Processing. 68: 33-48. DOI: 10.1109/Tsp.2019.2952046  0.339
2020 Nooraiepour A, Bajwa WU, Mandayam NB. Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT Ieee Transactions On Cognitive Communications and Networking. 1-1. DOI: 10.1109/Tccn.2020.2990657  0.362
2020 Yang Z, Gang A, Bajwa WU. Adversary-Resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model Ieee Signal Processing Magazine. 37: 146-159. DOI: 10.1109/Msp.2020.2973345  0.352
2018 Lodhi MA, Bajwa WU. Detection Theory for Union of Subspaces Ieee Transactions On Signal Processing. 66: 6347-6362. DOI: 10.1109/Tsp.2018.2875897  0.317
2018 Shakeri Z, Bajwa WU, Sarwate AD. Minimax Lower Bounds on Dictionary Learning for Tensor Data Ieee Transactions On Information Theory. 64: 2706-2726. DOI: 10.1109/Tit.2018.2799931  0.368
2018 Wu T, Bajwa WU. A Low Tensor-Rank Representation Approach for Clustering of Imaging Data Ieee Signal Processing Letters. 25: 1196-1200. DOI: 10.1109/Lsp.2018.2849590  0.331
2018 Elgenedy M, Awadin MM, Hamila R, Bajwa WU, Ibrahim AS, Al-Dhahir N. Sparsity-Based Joint NBI and Impulse Noise Mitigation in Hybrid PLC-Wireless Transmissions Ieee Access. 6: 30280-30295. DOI: 10.1109/Access.2018.2842194  0.394
2017 Dumas JP, Lodhi MA, Bajwa WU, Pierce MC. From modeling to hardware: an experimental evaluation of image plane and Fourier plane coded compressive optical imaging Optics Express. 25: 29472-29491. DOI: 10.1364/Oe.25.029472  0.313
2017 Dumas JP, Lodhi MA, Bajwa WU, Pierce MC. Evaluation of computational endomicroscopy architectures for minimally-invasive optical biopsy Proceedings of Spie. 10040: 1004006. DOI: 10.1117/12.2253134  0.326
2017 Al-Abbasi AO, Hamila R, Bajwa WU, Al-Dhahir N. Design and Analysis of Sparsifying Dictionaries for FIR MIMO Equalizers Ieee Transactions On Wireless Communications. 16: 2576-2586. DOI: 10.1109/Twc.2017.2666800  0.312
2016 Dumas JP, Lodhi MA, Bajwa WU, Pierce MC. Computational imaging with a highly parallel image-plane-coded architecture: challenges and solutions. Optics Express. 24: 6145-55. PMID 27136808 DOI: 10.1364/Oe.24.006145  0.316
2016 Dumas JP, Lodhi MA, Bajwa WU, Pierce MC. Design and characterization of a computational endomicroscopy platform for optical biopsy Cancer. DOI: 10.1364/Cancer.2016.Jm3A.37  0.304
2016 Raja H, Bajwa WU. Cloud K-SVD: A Collaborative Dictionary Learning Algorithm for Big, Distributed Data Ieee Transactions On Signal Processing. 64: 173-188. DOI: 10.1109/Tsp.2015.2472372  0.353
2015 Wu T, Sarwate AD, Bajwa WU. Active dictionary learning for image representation Proceedings of Spie - the International Society For Optical Engineering. 9468. DOI: 10.1117/12.2180018  0.337
2015 Wu T, Bajwa WU. Learning the Nonlinear Geometry of High-Dimensional Data: Models and Algorithms Ieee Transactions On Signal Processing. 63: 6229-6244. DOI: 10.1109/Tsp.2015.2469637  0.372
2015 Harms A, Bajwa WU, Calderbank R. Identification of Linear Time-Varying Systems Through Waveform Diversity Ieee Transactions On Signal Processing. 63: 2070-2084. DOI: 10.1109/Tsp.2015.2407319  0.337
2015 Bajwa WU, Duarte MF, Calderbank R. Conditioning of Random Block Subdictionaries With Applications to Block-Sparse Recovery and Regression Ieee Transactions On Information Theory. 61: 4060-4079. DOI: 10.1109/Tit.2015.2429632  0.36
2015 Sun S, Bajwa WU, Petropulu AP. MIMO-MC radar: A MIMO radar approach based on matrix completion Ieee Transactions On Aerospace and Electronic Systems. 51: 1839-1852. DOI: 10.1109/Taes.2015.140452  0.351
2013 Krishnamurthy K, Bajwa WU, Willett R. Level set estimation from projection measurements: Performance guarantees and fast computation Siam Journal On Imaging Sciences. 6: 2047-2074. DOI: 10.1137/120891927  0.312
2013 Harms A, Bajwa WU, Calderbank R. A constrained random demodulator for sub-nyquist sampling Ieee Transactions On Signal Processing. 61: 707-723. DOI: 10.1109/Tsp.2012.2231077  0.329
2013 Nokleby M, Bajwa WU, Calderbank R, Aazhang B. Toward resource-optimal consensus over the wireless medium Ieee Journal On Selected Topics in Signal Processing. 7: 284-295. DOI: 10.1109/Jstsp.2013.2246765  0.325
2013 Armagan A, Dunson DB, Lee J, Bajwa WU, Strawn N. Posterior consistency in linear models under shrinkage priors Biometrika. 100: 1011-1018. DOI: 10.1093/Biomet/Ast028  0.307
2012 Bajwa WU. Geometry of random Toeplitz-block sensing matrices: bounds and implications for sparse signal processing Proceedings of Spie. 8365: 836505. DOI: 10.1117/12.919475  0.357
2012 Applebaum L, Bajwa WU, Duarte MF, Calderbank R. Asynchronous code-division random access using convex optimization Physical Communication. 5: 129-147. DOI: 10.1016/J.Phycom.2011.09.006  0.367
2011 Bajwa WU, Gedalyahu K, Eldar YC. Identification of Parametric Underspread Linear Systems and Super-Resolution Radar Ieee Transactions On Signal Processing. 59: 2548-2561. DOI: 10.1109/Tsp.2011.2114657  0.352
2010 Haupt J, Bajwa WU, Raz G, Nowak R. Toeplitz compressed sensing matrices with applications to sparse channel estimation Ieee Transactions On Information Theory. 56: 5862-5875. DOI: 10.1109/Tit.2010.2070191  0.374
2010 Bajwa WU, Calderbank R, Jafarpour S. Why Gabor frames? Two fundamental measures of coherence and their role in model selection Journal of Communications and Networks. 12: 289-307. DOI: 10.1109/Jcn.2010.6388466  0.35
2008 Haupt J, Bajwa WU, Rabbat M, Nowak R. Compressed Sensing for Networked Data Ieee Signal Processing Magazine. 25: 92-101. DOI: 10.1109/Msp.2007.914732  0.33
2007 Bajwa W, Haupt J, Sayeed A, Nowak R. Joint Source–Channel Communication for Distributed Estimation in Sensor Networks Ieee Transactions On Information Theory. 53: 3629-3653. DOI: 10.1109/Tit.2007.904835  0.529
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