Michael Rabbat
Michael Rabbat
Research Scientist at Facebook
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Cited by
Cited by
Distributed optimization in sensor networks
M Rabbat, R Nowak
Proceedings of the 3rd international symposium on Information processing in …, 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
Compressed sensing for networked data
J Haupt, WU Bajwa, M Rabbat, R Nowak
IEEE Signal Processing Magazine 25 (2), 92-101, 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
Quantized incremental algorithms for distributed optimization
MG Rabbat, RD Nowak
IEEE Journal on Selected Areas in Communications 23 (4), 798-808, 2005
Distributed average consensus with dithered quantization
TC Aysal, MJ Coates, MG Rabbat
IEEE Transactions on Signal Processing 56 (10), 4905-4918, 2008
Decentralized source localization and tracking [wireless sensor networks]
MG Rabbat, RD Nowak
2004 IEEE International Conference on Acoustics, Speech, and Signal …, 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
Network topology and communication-computation tradeoffs in decentralized optimization
A Nedić, A Olshevsky, MG Rabbat
Proceedings of the IEEE 106 (5), 953-976, 2018
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
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
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
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
Approximating signals supported on graphs
X Zhu, M Rabbat
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
Multiple source, multiple destination network tomography
M Rabbat, R Nowak, M Coates
IEEE INFOCOM 2004 3, 1628-1639, 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
Stochastic gradient push for distributed deep learning
M Assran, N Loizou, N Ballas, M Rabbat
International Conference on Machine Learning, 344-353, 2019
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
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
Distributed average consensus using probabilistic quantization
TC Aysal, M Coates, M Rabbat
2007 IEEE/SP 14th Workshop on Statistical Signal Processing, 640-644, 2007
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