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Ali Ramezani-Kebrya
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Joint power optimization for device-to-device communication in cellular networks with interference control
A Ramezani-Kebrya, M Dong, B Liang, G Boudreau, SH Seyedmehdi
IEEE Transactions on Wireless Communications 16 (8), 5131-5146, 2017
602017
Likelihood-based modulation classification for multiple-antenna receiver
A Ramezani-Kebrya, IM Kim, DI Kim, F Chan, R Inkol
IEEE Transactions on Communications 61 (9), 3816-3829, 2013
492013
Adaptive Gradient Quantization for Data-Parallel SGD
F Faghri, I Tabrizian, I Markov, D Alistarh, D Roy, A Ramezani-Kebrya
NeurIPS, 2020
302020
NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization.
A Ramezani-Kebrya, F Faghri, I Markov, V Aksenov, D Alistarh, DM Roy
J. Mach. Learn. Res. 22, 114:1-114:43, 2021
29*2021
On the generalization of stochastic gradient descent with momentum
A Ramezani-Kebrya, A Khisti, B Liang
arXiv preprint arXiv:1809.04564, 2018
18*2018
Robust power optimization for device-to-device communication in a multi-cell network under partial CSI
A Ramezani-Kebrya, M Dong, B Liang, G Boudreau, SH Seyedmehdi
2017 IEEE International Conference on Communications (ICC), 1-6, 2017
102017
Per-relay power minimization for multi-user multi-channel cooperative relay beamforming
A Ramezani-Kebrya, M Dong, B Liang, G Boudreau, R Casselman
IEEE Transactions on Wireless Communications 15 (5), 3187-3198, 2016
102016
Optimal power allocation in device-to-device communication with SIMO uplink beamforming
A Ramezani-Kebrya, M Dong, B Liang, G Boudreau, SH Seyedmehdi
2015 IEEE 16th International Workshop on Signal Processing Advances in …, 2015
102015
Detection for an AF cooperative diversity network in the presence of interference
A Ramezani-Kebrya, IM Kim, F Chan, R Inkol, HK Song
IEEE communications letters 17 (4), 653-656, 2013
102013
Subquadratic overparameterization for shallow neural networks
C Song, A Ramezani-Kebrya, T Pethick, A Eftekhari, V Cevher
Advances in Neural Information Processing Systems 34, 11247-11259, 2021
92021
Interference minimization in cooperative relay beamforming with multiple communicating pairs
A Ramezani-Kebrya, B Liang, M Dong, G Boudreau, R Casselman
IEEE Transactions on Wireless Communications 16 (10), 6514-6527, 2017
72017
Optimal cooperative relay beamforming for interference minimization
A Ramezani-Kebrya, M Dong, B Liang, G Boudreau, R Casselman
2015 IEEE International Conference on Communications (ICC), 2500-2505, 2015
62015
Device-to-device communication in a multi-cell network with perfect and imperfect CSI
G Boudreau, M Dong, B Liang, A Ramezanikebrya, S Hossein
US Patent US10644832B2, 2020
32020
Interference and/or power reduction for multiple relay nodes using cooperative beamforming
GD Boudreau, R Casselman, M Dong, B Liang, A Ramezani-Kebrya
US Patent US10042852B2, 2018
32018
Robust Design of Multicell D2D Communication Under Partial CSI
A Ramezani-Kebrya, B Liang, M Dong, G Boudreau
IEEE Internet of Things Journal 9 (3), 2404-2418, 2021
22021
Power allocation for device-to-device communication underlaying cellular networks
G Boudreau, M Dong, B Liang, A Ramezanikebrya, S Hossein
US Patent US10470137B2, 2019
12019
Stability of stochastic gradient method with momentum for strongly convex loss functions
A Ramezani-Kebrya, A Khisti, B Liang
12018
MixTailor: Mixed Gradient Aggregation for Robust Learning Against Tailored Attacks
A Ramezani-Kebrya, I Tabrizian, F Faghri, P Popovski
Transactions on Machine Learning Research (TMLR), 2022
2022
Linear Convergence of SGD on Overparametrized Shallow Neural Networks
P Rolland, A Ramezani-Kebrya, CH Song, F Latorre, V Cevher
2021
Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization
A Ramezani-Kebrya, F Faghri, I Markov, V Aksenov, D Alistarh, DM Roy
2019
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