Michael Rabbat

Cited by

	All	Since 2016
Citations	8348	4669
h-index	41	33
i10-index	99	73

1300

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2005200620072008200920102011201220132014201520162017201820192020202151 91 120 181 256 266 370 449 580 594 624 690 779 782 953 1251 204

Co-authors

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-STICCVerified email at imt-atlantique.fr
Konstantinos TsianosPhD, McGill UniversityVerified email at mail.mcgill.ca
Sean LawlorData Science Team Leader, Genetec IncVerified email at slawlor.com
Deniz UstebayVerified email at mail.mcgill.ca
Mahmoud (Mido) AssranPhD student at McGill University; MilaVerified email at mail.mcgill.ca
Jarvis HauptAssociate Professor of Electrical and Computer Engineering, University of MinnesotaVerified email at umn.edu
Waheed U. BajwaAssociate Professor of Electrical & Computer Engineering and Statistics, Rutgers UniversityVerified email at rutgers.edu
Jun Ye YuPhD Student, McGill UniversityVerified email at mail.mcgill.ca
Bastien PasdeloupIMT AtlantiqueVerified email at imt-atlantique.fr
Babak FotouhiUniversity of Maryland College ParkVerified email at umd.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
Gregoire MercierCTO at eXo maKina (ex-Professor at Telecom Bretagne-Verified email at exomakina.fr
Mikael JohanssonProfessor of Electrical Engineering, KTHVerified email at kth.se
Yvan PointurierHuawei TechnologiesVerified email at huawei.com
Anna ScaglioneProfessor of Electrical and Computer Engineering, ASUVerified email at asu.edu
Alexandros G DimakisProfessor, ECE University of Texas at AustinVerified email at austin.utexas.edu
Pascal FrossardEcole Polytechnique Fédérale de Lausanne, EPFLVerified email at epfl.ch

Michael Rabbat

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Machine Learning Optimization Signal Processing Distributed Computation


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Distributed optimization in sensor networks M Rabbat, R Nowak Proceedings of the 3rd international symposium on Information processing in …, 2004	869	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	857	2010
Compressed sensing for networked data J Haupt, WU Bajwa, M Rabbat, R Nowak IEEE Signal Processing Magazine 25 (2), 92-101, 2008	641	2008
Quantized incremental algorithms for distributed optimization MG Rabbat, RD Nowak IEEE Journal on Selected Areas in Communications 23 (4), 798-808, 2005	354	2005
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	323	2014
Distributed average consensus with dithered quantization TC Aysal, MJ Coates, MG Rabbat IEEE Transactions on Signal Processing 56 (10), 4905-4918, 2008	276	2008
Decentralized source localization and tracking [wireless sensor networks] MG Rabbat, RD Nowak 2004 IEEE International Conference on Acoustics, Speech, and Signal …, 2004	246	2004
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	227	2012
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	201	2006
Network topology and communication-computation tradeoffs in decentralized optimization A Nedić, A Olshevsky, MG Rabbat Proceedings of the IEEE 106 (5), 953-976, 2018	178	2018
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	160	2012
fastMRI: An open dataset and benchmarks for accelerated MRI J Zbontar, F Knoll, A Sriram, T Murrell, Z Huang, MJ Muckley, A Defazio, ... arXiv preprint arXiv:1811.08839, 2018	157	2018
Multiple source, multiple destination network tomography M Rabbat, R Nowak, M Coates IEEE INFOCOM 2004 3, 1628-1639, 2004	141	2004
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	139	2011
Approximating signals supported on graphs X Zhu, M Rabbat 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012	137	2012
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	134	2005
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	126	2009
Distributed average consensus using probabilistic quantization TC Aysal, M Coates, M Rabbat 2007 IEEE/SP 14th Workshop on Statistical Signal Processing, 640-644, 2007	125	2007
Learning graphs from data: A signal representation perspective X Dong, D Thanou, M Rabbat, P Frossard IEEE Signal Processing Magazine 36 (3), 44-63, 2019	119	2019
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	117	2010

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