Michael Rabbat

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Mark CoatesProfessor of Electrical Engineering, McGill UniversityDirección de correo verificada de ece.mcgill.ca
Robert D NowakKeith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data ScienceDirección de correo verificada de wisc.edu
Mahmoud (Mido) AssranResearch Scientist at Meta AI (FAIR)Dirección de correo verificada de meta.com
Konstantinos TsianosPhD, McGill UniversityDirección de correo verificada de mail.mcgill.ca
Vincent GriponIMT Atlantique and Lab-STICCDirección de correo verificada de imt-atlantique.fr
Sean LawlorData Science Team Leader, Genetec IncDirección de correo verificada de slawlor.com
Deniz UstebayDirección de correo verificada de mail.mcgill.ca
Jarvis HauptAssociate Professor of Electrical and Computer Engineering, University of MinnesotaDirección de correo verificada de umn.edu
Angelia NedichProfessor, Arizona State UniversityDirección de correo verificada de asu.edu
Jun Ye (Jay) YuResearch Scientist --- OODA TechnologiesDirección de correo verificada de mail.mcgill.ca
Babak FotouhiUniversity of Maryland College ParkDirección de correo verificada de umd.edu
Bastien PasdeloupIMT AtlantiqueDirección de correo verificada de imt-atlantique.fr
Waheed U. BajwaProfessor of Electrical & Computer Engineering and Statistics, Rutgers UniversityDirección de correo verificada de rutgers.edu
Pascal FrossardEcole Polytechnique Fédérale de Lausanne, EPFLDirección de correo verificada de epfl.ch
Soummya KarElectrical and Computer Engineering, Carnegie Mellon UniversityDirección de correo verificada de andrew.cmu.edu
Jose M. F. MouraPhilip L. and Marsha Dowd University Professor, Carnegie Mellon UniversityDirección de correo verificada de ece.cmu.edu
Mikael JohanssonProfessor of Electrical Engineering, KTHDirección de correo verificada de kth.se
Naveen EluruProfessor, Civil, Envir. and Constr. Engg, University of Central FloridaDirección de correo verificada de ucf.edu
Gregoire MercierCTO at eXo maKina (ex-Professor at Telecom Bretagne-Dirección de correo verificada de exomakina.fr
Anna ScaglioneProfessor of Electrical and Computer Engineering, Cornell UniversityDirección de correo verificada de cornell.edu

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Michael Rabbat

Research Scientist at Facebook

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Machine Learning Optimization Signal Processing Distributed Computation


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Distributed optimization in sensor networks M Rabbat, R Nowak Proceedings of the 3rd international symposium on Information processing in …, 2004	1075	2004
Dinov2: Learning robust visual features without supervision M Oquab, T Darcet, T Moutakanni, H Vo, M Szafraniec, V Khalidov, ... arXiv preprint arXiv:2304.07193, 2023	1016	2023
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	1012	2010
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	814	2018
Compressed sensing for networked data J Haupt, WU Bajwa, M Rabbat, R Nowak IEEE Signal Processing Magazine 25 (2), 92-101, 2008	716	2008
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	579	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	567	2018
Quantized incremental algorithms for distributed optimization MG Rabbat, RD Nowak IEEE Journal on Selected Areas in Communications 23 (4), 798-808, 2005	435	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	434	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	404	2019
Stochastic gradient push for distributed deep learning M Assran, N Loizou, N Ballas, M Rabbat International Conference on Machine Learning, 344-353, 2019	378	2019
Sustainable ai: Environmental implications, challenges and opportunities CJ Wu, R Raghavendra, U Gupta, B Acun, N Ardalani, K Maeng, G Chang, ... Proceedings of Machine Learning and Systems 4, 795-813, 2022	349	2022
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	344	2012
Distributed average consensus with dithered quantization TC Aysal, MJ Coates, MG Rabbat IEEE transactions on Signal Processing 56 (10), 4905-4918, 2008	339	2008
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	338	2020
Decentralized source localization and tracking [wireless sensor networks] MG Rabbat, RD Nowak 2004 IEEE International Conference on Acoustics, Speech, and Signal …, 2004	271	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	261	2012
Masked siamese networks for label-efficient learning M Assran, M Caron, I Misra, P Bojanowski, F Bordes, P Vincent, A Joulin, ... European Conference on Computer Vision, 456-473, 2022	250	2022
Federated learning with buffered asynchronous aggregation J Nguyen, K Malik, H Zhan, A Yousefpour, M Rabbat, M Malek, D Huba International Conference on Artificial Intelligence and Statistics, 3581-3607, 2022	234	2022
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	208	2006

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