Michael Rabbat

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Citations	12197	7031
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Mark CoatesProfessor of Electrical Engineering, McGill UniversityVerified email at ece.mcgill.ca
Robert D NowakKeith and Jane Morgan Nosbusch Professor in Electrical and Computer Engineering, UW-MadisonVerified email at wisc.edu
Vincent GriponIMT Atlantique and Lab-STICCVerified email at imt-atlantique.fr
Konstantinos TsianosPhD, McGill UniversityVerified email at mail.mcgill.ca
Mahmoud (Mido) AssranPhD student at McGill University; Mila; Facebook AI ResearchVerified email at mail.mcgill.ca
Sean LawlorData Science Team Leader, Genetec IncVerified email at slawlor.com
Deniz UstebayVerified email at mail.mcgill.ca
Jarvis HauptAssociate Professor of Electrical and Computer Engineering, University of MinnesotaVerified email at umn.edu
Jun Ye (Jay) YuResearch Scientist --- OODA TechnologiesVerified email at mail.mcgill.ca
Waheed U. BajwaProfessor of Electrical & Computer Engineering and Statistics, Rutgers UniversityVerified email at rutgers.edu
Babak FotouhiUniversity of Maryland College ParkVerified email at umd.edu
Bastien PasdeloupIMT AtlantiqueVerified email at imt-atlantique.fr
Angelia NedichProfessor, Arizona State UniversityVerified email at asu.edu
Soummya KarElectrical and Computer Engineering, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Jose M. F. MouraPhilip L. and Marsha Dowd University Professor, Carnegie Mellon UniversityVerified email at ece.cmu.edu
Pascal FrossardEcole Polytechnique Fédérale de Lausanne, EPFLVerified email at epfl.ch
Mikael JohanssonProfessor of Electrical Engineering, KTHVerified email at kth.se
Naveen EluruProfessor, Civil, Envir. and Constr. Engg, University of Central FloridaVerified email at ucf.edu
Gregoire MercierCTO at eXo maKina (ex-Professor at Telecom Bretagne-Verified email at exomakina.fr
Anna ScaglioneProfessor of Electrical and Computer Engineering, Cornell UniversityVerified email at cornell.edu

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	1014	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	964	2010
Compressed sensing for networked data J Haupt, WU Bajwa, M Rabbat, R Nowak IEEE Signal Processing Magazine 25 (2), 92-101, 2008	695	2008
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	541	2018
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	508	2014
Network topology and communication-computation tradeoffs in decentralized optimization A Nedić, A Olshevsky, MG Rabbat Proceedings of the IEEE 106 (5), 953-976, 2018	423	2018
Quantized incremental algorithms for distributed optimization MG Rabbat, RD Nowak IEEE Journal on Selected Areas in Communications 23 (4), 798-808, 2005	406	2005
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	335	2019
Distributed average consensus with dithered quantization TC Aysal, MJ Coates, MG Rabbat IEEE Transactions on Signal Processing 56 (10), 4905-4918, 2008	319	2008
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	304	2012
Stochastic gradient push for distributed deep learning M Assran, N Loizou, N Ballas, M Rabbat International Conference on Machine Learning, 344-353, 2019	281	2019
Tarmac: Targeted multi-agent communication A Das, T Gervet, J Romoff, D Batra, D Parikh, M Rabbat, J Pineau International Conference on Machine Learning, 1538-1546, 2019	270	2019
Decentralized source localization and tracking [wireless sensor networks] MG Rabbat, RD Nowak 2004 IEEE International Conference on Acoustics, Speech, and Signal …, 2004	266	2004
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	216	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	205	2006
fastMRI: A publicly available raw k-space and DICOM dataset of knee images for accelerated MR image reconstruction using machine learning F Knoll, J Zbontar, A Sriram, MJ Muckley, M Bruno, A Defazio, M Parente, ... Radiology: Artificial Intelligence 2 (1), e190007, 2020	190	2020
Approximating signals supported on graphs X Zhu, M Rabbat 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012	166	2012
Characterization and inference of graph diffusion processes from observations of stationary signals B Pasdeloup, V Gripon, G Mercier, D Pastor, MG Rabbat IEEE transactions on Signal and Information Processing over Networks 4 (3 …, 2017	154	2017
A graph-cnn for 3d point cloud classification Y Zhang, M Rabbat 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018	151	2018
Multiple source, multiple destination network tomography M Rabbat, R Nowak, M Coates IEEE INFOCOM 2004 3, 1628-1639, 2004	148	2004

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