Michael Rabbat - Google Scholar Citations

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	All	Since 2014
Citations	6346	3953
h-index	34	29
i10-index	75	66

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Mark CoatesProfessor of Electrical Engineering, McGill UniversityVerified email at ece.mcgill.ca
Robert D NowakNosbusch Professor in Engineering and Wisconsin Institute for Discovery, UW-MadisonVerified email at ece.wisc.edu
Vincent GriponIMT Atlantique and Lab-STICC/Université de Montréal and MilaVerified email at imt-atlantique.fr
Konstantinos TsianosPhD, McGill UniversityVerified email at mail.mcgill.ca
Deniz UstebayVerified email at mail.mcgill.ca
Sean LawlorData Science Team Leader, Genetec IncVerified email at slawlor.com
Jarvis HauptAssociate Professor of Electrical and Computer Engineering, University of MinnesotaVerified email at umn.edu
Boris OreshkinElement AIVerified email at elementai.com
Bastien PasdeloupEcole Polytechnique Federale de Lausanne (EPFL)Verified email at epfl.ch
Jun Ye YuPhD Student, McGill UniversityVerified email at mail.mcgill.ca
Babak FotouhiHarvard UniversityVerified email at fas.harvard.edu
Waheed U. BajwaAssociate Professor of Electrical & Computer Engineering and Statistics, Rutgers UniversityVerified email at rutgers.edu
Yvan PointurierNokia Bell LabsVerified email at nokia.com
Gregoire MercierCTO at eXo maKina (ex-Professor at Telecom Bretagne-Verified email at exomakina.fr
Anna ScaglioneProfessor of Electrical and Computer Engineering, ASUVerified email at asu.edu
Alexandros G DimakisAssociate Professor, ECE University of Texas at AustinVerified email at austin.utexas.edu
Soummya KarElectrical and Computer Engineering, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Jose M. F. MouraCarnegie Mellon UniversityVerified email at ece.cmu.edu
Mario A. T. FigueiredoInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at ist.utl.pt
Naveen EluruAssociate Professor, Civil, Envir. and Constr. Engg, University of Central FloridaVerified email at ucf.edu

Michael Rabbat

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Machine Learning Optimization Signal Processing Distributed Computation


Title	Cited by	Year
Distributed optimization in sensor networks M Rabbat, R Nowak Proceedings of the 3rd international symposium on Information processing in …, 2004	776	2004
Gossip algorithms for distributed signal processing AG Dimakis, S Kar, JMF Moura, MG Rabbat, A Scaglione Proceedings of the IEEE 98 (11), 1847-1864, 2010	733	2010
Compressed sensing for networked data J Haupt, WU Bajwa, M Rabbat, R Nowak IEEE Signal Processing Magazine 25 (2), 92-101, 2008	557	2008
Quantized incremental algorithms for distributed optimization MG Rabbat, RD Nowak IEEE Journal on Selected Areas in Communications 23 (4), 798-808, 2005	307	2005
Distributed average consensus with dithered quantization TC Aysal, MJ Coates, MG Rabbat IEEE Transactions on Signal Processing 56 (10), 4905-4918, 2008	248	2008
Decentralized source localization and tracking [wireless sensor networks] MG Rabbat, RD Nowak 2004 IEEE International Conference on Acoustics, Speech, and Signal …, 2004	228	2004
Decentralized compression and predistribution via randomized gossiping M Rabbat, J Haupt, A Singh, R Nowak Proceedings of the 5th international conference on Information processing in …, 2006	192	2006
How land-use and urban form impact bicycle flows: evidence from the bicycle-sharing system (BIXI) in Montreal A Faghih-Imani, N Eluru, AM El-Geneidy, M Rabbat, U Haq Journal of Transport Geography 41, 306-314, 2014	182	2014
Push-sum distributed dual averaging for convex optimization KI Tsianos, S Lawlor, MG Rabbat 2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 5453-5458, 2012	153	2012
Multiple source, multiple destination network tomography M Rabbat, R Nowak, M Coates IEEE INFOCOM 2004 3, 1628-1639, 2004	132	2004
Generalized consensus computation in networked systems with erasure links MG Rabbat, RD Nowak, JA Bucklew IEEE 6th Workshop on Signal Processing Advances in Wireless Communications …, 2005	129	2005
Sequential Monte Carlo for simultaneous passive device-free tracking and sensor localization using received signal strength measurements X Chen, A Edelstein, Y Li, M Coates, M Rabbat, A Men Proceedings of the 10th ACM/IEEE International Conference on Information …, 2011	117	2011
Approximating signals supported on graphs X Zhu, M Rabbat 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012	115	2012
Consensus-based distributed optimization: Practical issues and applications in large-scale machine learning KI Tsianos, S Lawlor, MG Rabbat 2012 50th Annual Allerton Conference on Communication, Control, and …, 2012	114	2012
Distributed average consensus using probabilistic quantization TC Aysal, M Coates, M Rabbat 2007 IEEE/SP 14th Workshop on Statistical Signal Processing, 640-644, 2007	113	2007
Compressed RF tomography for wireless sensor networks: Centralized and decentralized approaches MA Kanso, MG Rabbat International Conference on Distributed Computing in Sensor Systems, 173-186, 2009	108	2009
Optimization and analysis of distributed averaging with short node memory BN Oreshkin, MJ Coates, MG Rabbat IEEE Transactions on Signal Processing 58 (5), 2850-2865, 2010	104	2010
On the convergence of alternating direction lagrangian methods for nonconvex structured optimization problems S Magnússon, PC Weeraddana, MG Rabbat, C Fischione IEEE Transactions on Control of Network Systems 3 (3), 296-309, 2015	80	2015
Robust decentralized source localization via averaging M Rabbat, R Nowak, J Bucklew Proceedings.(ICASSP'05). IEEE International Conference on Acoustics, Speech …, 2005	73	2005
Compressed network monitoring for IP and all-optical networks M Coates, Y Pointurier, M Rabbat Proceedings of the 7th ACM SIGCOMM conference on Internet measurement, 241-252, 2007	70	2007

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