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Mohammad Mohammadi Amiri
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Year
Machine learning at the wireless edge: Distributed stochastic gradient descent over-the-air
MM Amiri, D Gündüz
IEEE Transactions on Signal Processing 68, 2155-2169, 2020
5522020
Federated learning over wireless fading channels
MM Amiri, D Gündüz
IEEE Transactions on Wireless Communications 19 (5), 3546-3557, 2020
5352020
Convergence of update aware device scheduling for federated learning at the wireless edge
MM Amiri, D Gündüz, SR Kulkarni, HV Poor
IEEE Transactions on Wireless Communications 20 (6), 3643-3658, 2021
1722021
Federated learning with quantized global model updates
MM Amiri, D Gunduz, SR Kulkarni, HV Poor
arXiv preprint arXiv:2006.10672, 2020
1342020
Fundamental Limits of Coded Caching: Improved Delivery Rate-Cache Capacity Tradeoff
MM Amiri, D Gündüz
IEEE Transactions on Communications 65 (2), 806-815, 2017
1302017
Over-the-air machine learning at the wireless edge
MM Amiri, D Gündüz
2019 IEEE 20th International Workshop on Signal Processing Advances in …, 2019
922019
Computation scheduling for distributed machine learning with straggling workers
MM Amiri, D Gündüz
IEEE Transactions on Signal Processing 67 (24), 6270-6284, 2019
872019
Blind federated edge learning
MM Amiri, TM Duman, D Gündüz, SR Kulkarni, HV Poor
IEEE Transactions on Wireless Communications 20 (8), 5129-5143, 2021
782021
Convergence of federated learning over a noisy downlink
MM Amiri, D Gündüz, SR Kulkarni, HV Poor
IEEE Transactions on Wireless Communications 21 (3), 1422-1437, 2021
752021
A compressive sensing approach for federated learning over massive MIMO communication systems
YS Jeon, MM Amiri, J Li, HV Poor
IEEE Transactions on Wireless Communications 20 (3), 1990-2004, 2020
752020
Coded caching for a large number of users
MM Amiri, Q Yang, D Gündüz
2016 IEEE Information Theory Workshop (ITW), 171-175, 2016
702016
Update aware device scheduling for federated learning at the wireless edge
MM Amiri, D Gündüz, SR Kulkarni, HV Poor
2020 IEEE International Symposium on Information Theory (ISIT), 2598-2603, 2020
682020
Communicate to learn at the edge
D Gündüz, DB Kurka, M Jankowski, MM Amiri, E Ozfatura, S Sreekumar
IEEE Communications Magazine 58 (12), 14-19, 2020
632020
Decentralized caching and coded delivery with distinct cache capacities
MM Amiri, Q Yang, D Gündüz
IEEE Transactions on Communications 65 (11), 4657-4669, 2017
602017
Wireless for machine learning: A survey
H Hellström, JMB da Silva Jr, MM Amiri, M Chen, V Fodor, HV Poor, ...
Foundations and Trends® in Signal Processing 15 (4), 290-399, 2022
572022
Cache-aided content delivery over erasure broadcast channels
MM Amiri, D Gündüz
IEEE Transactions on Communications 66 (1), 370-381, 2017
522017
Decentralized coded caching with distinct cache capacities
MM Amiri, Q Yang, D Gündüz
2016 50th Asilomar Conference on Signals, Systems and Computers, 734-738, 2016
422016
Caching and coded delivery over Gaussian broadcast channels for energy efficiency
MM Amiri, D Gündüz
IEEE Journal on Selected Areas in Communications 36 (8), 1706-1720, 2018
322018
Cache-aided data delivery over erasure broadcast channels
MM Amiri, D Gündüz
2017 IEEE International Conference on Communications (ICC), 1-6, 2017
162017
Communication-efficient federated learning over MIMO multiple access channels
YS Jeon, MM Amiri, N Lee
IEEE Transactions on Communications 70 (10), 6547-6562, 2022
142022
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