Robert D Nowak

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Jarvis HauptAssociate Professor of Electrical and Computer Engineering, University of MinnesotaVerifisert e-postadresse på umn.edu
Mario A. T. FigueiredoInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de LisboaVerifisert e-postadresse på tecnico.ulisboa.pt
Richard BaraniukC. Sidney Burrus Professor, Electrical & Computer Engineering, Rice UniversityVerifisert e-postadresse på rice.edu
Rui CastroEindhoven University of TechnologyVerifisert e-postadresse på tue.nl
Rebecca WillettUniversity of Chicago, Professor of Statistics and Computer ScienceVerifisert e-postadresse på uchicago.edu
Mark CoatesProfessor of Electrical Engineering, McGill UniversityVerifisert e-postadresse på ece.mcgill.ca
Waheed U. BajwaProfessor of Electrical & Computer Engineering and Statistics, Rutgers UniversityVerifisert e-postadresse på rutgers.edu
Michael RabbatResearch Scientist at FacebookVerifisert e-postadresse på fb.com
Stephen WrightDepartment of Computer Sciences and Wisconsin Institute for Discovery, University of WisconsinVerifisert e-postadresse på cs.wisc.edu
Kevin JamiesonAssociate Professor, University of WashingtonVerifisert e-postadresse på cs.washington.edu
Clayton ScottProfessor of Electrical Engineering and Computer Science, University of MichiganVerifisert e-postadresse på umich.edu
Laura BalzanoUniversity of Michigan, Ann ArborVerifisert e-postadresse på umich.edu
Xiaojin ZhuProfessor in Computer Science at University of Wisconsin-MadisonVerifisert e-postadresse på cs.wisc.edu
Brian ErikssonAdobeVerifisert e-postadresse på adobe.com
Matt CrouseAdjunct ProfessorVerifisert e-postadresse på westminstercollege.edu
Paul BarfordProfessor of Computer Science, University of Wisconsin - MadisonVerifisert e-postadresse på cs.wisc.edu
Matthew L. MalloyAmazonVerifisert e-postadresse på wisc.edu
Aarti SinghProfessor of Machine Learning Department, Carnegie Mellon UniversityVerifisert e-postadresse på cmu.edu
Nikhil RaoMicrosoftVerifisert e-postadresse på microsoft.com
Benjamin RechtProfessor of EECS, University of California, BerkeleyVerifisert e-postadresse på eecs.berkeley.edu

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Robert D Nowak

Keith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data Science

Verifisert e-postadresse på wisc.edu - Startside

signal processing machine learning statistics


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems MAT Figueiredo, RD Nowak, SJ Wright IEEE Journal of selected topics in signal processing 1 (4), 586-597, 2007	4507	2007
Wavelet-based statistical signal processing using hidden Markov models MS Crouse, RD Nowak, RG Baraniuk IEEE Transactions on signal processing 46 (4), 886-902, 2002	2516	2002
Sparse reconstruction by separable approximation SJ Wright, RD Nowak, MAT Figueiredo IEEE Transactions on signal processing 57 (7), 2479-2493, 2009	2358	2009
An EM algorithm for wavelet-based image restoration MAT Figueiredo, RD Nowak IEEE Transactions on Image Processing 12 (8), 906-916, 2003	1502	2003
Compressed channel sensing: A new approach to estimating sparse multipath channels WU Bajwa, J Haupt, AM Sayeed, R Nowak Proceedings of the IEEE 98 (6), 1058-1076, 2010	1362	2010
Distributed optimization in sensor networks M Rabbat, R Nowak Proceedings of the 3rd international symposium on Information processing in …, 2004	1091	2004
Wavelet-based Rician noise removal for magnetic resonance imaging RD Nowak IEEE Transactions on Image Processing 8 (10), 1408-1419, 1999	859	1999
Signal reconstruction from noisy random projections J Haupt, R Nowak IEEE Transactions on Information Theory 52 (9), 4036-4048, 2006	780	2006
Internet tomography A Coates, AO Hero III, R Nowak, B Yu IEEE Signal processing magazine 19 (3), 47-65, 2002	725	2002
Compressed sensing for networked data J Haupt, WU Bajwa, M Rabbat, R Nowak IEEE Signal Processing Magazine 25 (2), 92-101, 2008	719	2008
Majorization–minimization algorithms for wavelet-based image restoration MAT Figueiredo, JM Bioucas-Dias, RD Nowak IEEE Transactions on Image processing 16 (12), 2980-2991, 2007	671	2007
Network tomography: Recent developments R Castro, M Coates, G Liang, R Nowak, B Yu	659	2004
Toeplitz compressed sensing matrices with applications to sparse channel estimation J Haupt, WU Bajwa, G Raz, R Nowak IEEE transactions on information theory 56 (11), 5862-5875, 2010	573	2010
Online identification and tracking of subspaces from highly incomplete information L Balzano, R Nowak, B Recht 2010 48th Annual allerton conference on communication, control, and …, 2010	503	2010
lil’ucb: An optimal exploration algorithm for multi-armed bandits K Jamieson, M Malloy, R Nowak, S Bubeck Conference on Learning Theory, 423-439, 2014	500	2014
Compressive wireless sensing W Bajwa, J Haupt, A Sayeed, R Nowak Proceedings of the 5th international conference on Information processing in …, 2006	482	2006
Quantized incremental algorithms for distributed optimization MG Rabbat, RD Nowak IEEE Journal on Selected Areas in Communications 23 (4), 798-808, 2005	451	2005
Toeplitz-structured compressed sensing matrices WU Bajwa, JD Haupt, GM Raz, SJ Wright, RD Nowak 2007 IEEE/SP 14th Workshop on Statistical Signal Processing, 294-298, 2007	438	2007
Computational segmentation of collagen fibers from second-harmonic generation images of breast cancer JS Bredfeldt, Y Liu, CA Pehlke, MW Conklin, JM Szulczewski, DR Inman, ... Journal of biomedical optics 19 (1), 016007-016007, 2014	436	2014
Unlabeled data: Now it helps, now it doesn't A Singh, R Nowak, J Zhu Advances in neural information processing systems 21, 2008	354	2008

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