Articles with public access mandates - Michael RabbatLearn more
Not available anywhere: 3
Improved bounds for max consensus in wireless networks
A Nowzari, MG Rabbat
IEEE Transactions on Signal and Information Processing over Networks 5 (2 …, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Time-varying mixtures of Markov chains: an application to road traffic modeling
S Lawlor, MG Rabbat
IEEE Transactions on Signal Processing 65 (12), 3152-3167, 2017
Mandates: Natural Sciences and Engineering Research Council of Canada
Inferring network properties from fixed-choice design with strong and weak ties
N Momeni, M Rabbat
2016 IEEE Statistical Signal Processing Workshop (SSP), 1-5, 2016
Mandates: Natural Sciences and Engineering Research Council of Canada
Available somewhere: 29
Network topology and communication-computation tradeoffs in decentralized optimization
A Nedić, A Olshevsky, MG Rabbat
Proceedings of the IEEE 106 (5), 953-976, 2018
Mandates: US National Science Foundation, US Department of Defense, Natural Sciences …
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
Mandates: US National Institutes of Health
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge
F Knoll, T Murrell, A Sriram, N Yakubova, J Zbontar, M Rabbat, A Defazio, ...
Magnetic resonance in medicine 84 (6), 3054-3070, 2020
Mandates: US National Institutes of Health
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
Mandates: Natural Sciences and Engineering Research Council of Canada, European Commission
Using deep learning to accelerate knee MRI at 3 T: results of an interchangeability study
MP Recht, J Zbontar, DK Sodickson, F Knoll, N Yakubova, A Sriram, ...
American Journal of Roentgenology 215 (6), 1421-1429, 2020
Mandates: US National Institutes of Health
Advances in asynchronous parallel and distributed optimization
M Assran, A Aytekin, HR Feyzmahdavian, M Johansson, MG Rabbat
Proceedings of the IEEE 108 (11), 2013-2031, 2020
Mandates: Knut and Alice Wallenberg Foundation, Swedish Research Council
Memory vectors for similarity search in high-dimensional spaces
A Iscen, T Furon, V Gripon, M Rabbat, H Jégou
IEEE transactions on big data 4 (1), 65-77, 2017
Mandates: Natural Sciences and Engineering Research Council of Canada, European Commission
Efficient distributed online prediction and stochastic optimization with approximate distributed averaging
KI Tsianos, MG Rabbat
IEEE Transactions on Signal and Information Processing over Networks 2 (4 …, 2016
Mandates: Natural Sciences and Engineering Research Council of Canada
Toward an uncertainty principle for weighted graphs
B Pasdeloup, R Alami, V Gripon, M Rabbat
2015 23rd European Signal Processing Conference (EUSIPCO), 1496-1500, 2015
Mandates: European Commission
Storing sequences in binary tournament-based neural networks
X Jiang, V Gripon, C Berrou, M Rabbat
IEEE transactions on neural networks and learning systems 27 (5), 913-925, 2015
Mandates: European Commission
Qualities and inequalities in online social networks through the lens of the generalized friendship paradox
N Momeni, M Rabbat
PloS one 11 (2), e0143633, 2016
Mandates: Natural Sciences and Engineering Research Council of Canada
Efficient large-scale similarity search using matrix factorization
A Iscen, M Rabbat, T Furon
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
Mandates: Natural Sciences and Engineering Research Council of Canada
Stability of decentralized gradient descent in open multi-agent systems
JM Hendrickx, MG Rabbat
2020 59th IEEE Conference on Decision and Control (CDC), 4885-4890, 2020
Mandates: National Fund for Scientific Research, Belgium
The ADMM algorithm for distributed averaging: Convergence rates and optimal parameter selection
E Ghadimi, A Teixeira, MG Rabbat, M Johansson
2014 48th Asilomar Conference on Signals, Systems and Computers, 783-787, 2014
Mandates: Swedish Research Council
Optimization for data-driven learning and control
UA Khan, WU Bajwa, A Nedic, MG Rabbat, AH Sayed
Proceedings of the IEEE 108 (11), 2020
Mandates: US National Science Foundation
A GPU-based associative memory using sparse Neural Networks
Z Yao, V Gripon, M Rabbat
2014 International Conference on High Performance Computing & Simulation …, 2014
Mandates: European Commission
Detecting convoys using license plate recognition data
S Lawlor, T Sider, N Eluru, M Hatzopoulou, MG Rabbat
IEEE Transactions on Signal and Information Processing over Networks 2 (3 …, 2016
Mandates: Natural Sciences and Engineering Research Council of Canada
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