Michael Rabbat

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Citations	13007	7825
h-index	53	42
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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 ECE, Grace Wahba Professor of Data ScienceVerified 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) AssranResearch Scientist at Meta AI (FAIR)Verified email at meta.com
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
Angelia NedichProfessor, Arizona State UniversityVerified email at asu.edu
Waheed U. BajwaProfessor of Electrical & Computer Engineering and Statistics, Rutgers UniversityVerified email at rutgers.edu
Bastien PasdeloupIMT AtlantiqueVerified email at imt-atlantique.fr
Babak FotouhiUniversity of Maryland College ParkVerified email at umd.edu
Pascal FrossardEcole Polytechnique Fédérale de Lausanne, EPFLVerified email at epfl.ch
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
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	1028	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	978	2010
Compressed sensing for networked data J Haupt, WU Bajwa, M Rabbat, R Nowak IEEE Signal Processing Magazine 25 (2), 92-101, 2008	696	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	606	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	523	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	456	2018
Quantized incremental algorithms for distributed optimization MG Rabbat, RD Nowak IEEE Journal on Selected Areas in Communications 23 (4), 798-808, 2005	418	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	365	2019
Distributed average consensus with dithered quantization TC Aysal, MJ Coates, MG Rabbat IEEE transactions on Signal Processing 56 (10), 4905-4918, 2008	323	2008
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	316	2019
Stochastic gradient push for distributed deep learning M Assran, N Loizou, N Ballas, M Rabbat International Conference on Machine Learning, 344-353, 2019	316	2019
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	314	2012
Decentralized source localization and tracking [wireless sensor networks] MG Rabbat, RD Nowak 2004 IEEE International Conference on Acoustics, Speech, and Signal …, 2004	267	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	228	2012
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	222	2020
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	207	2006
Approximating signals supported on graphs X Zhu, M Rabbat 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012	172	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	162	2017
A graph-cnn for 3d point cloud classification Y Zhang, M Rabbat 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018	158	2018
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	148	2011

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