Követés
Mohammad Mohammadi Amiri
Mohammad Mohammadi Amiri
Assistant Professor at Rensselaer Polytechnic Institute
E-mail megerősítve itt: rpi.edu - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
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
6242020
Federated learning over wireless fading channels
MM Amiri, D Gündüz
IEEE Transactions on Wireless Communications 19 (5), 3546-3557, 2020
6232020
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
2092021
Federated learning with quantized global model updates
MM Amiri, D Gunduz, SR Kulkarni, HV Poor
arXiv preprint arXiv:2006.10672, 2020
1772020
Fundamental limits of coded caching: Improved delivery rate-cache capacity tradeoff
MM Amiri, D Gündüz
IEEE Transactions on Communications 65 (2), 806-815, 2016
1322016
Computation scheduling for distributed machine learning with straggling workers
MM Amiri, D Gündüz
IEEE Transactions on Signal Processing 67 (24), 6270-6284, 2019
1012019
Blind federated edge learning
MM Amiri, TM Duman, D Gündüz, SR Kulkarni, HV Poor
IEEE Transactions on Wireless Communications 20 (8), 5129-5143, 2021
962021
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
892021
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
882020
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
772020
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
752020
Coded caching for a large number of users
MM Amiri, Q Yang, D Gündüz
2016 IEEE Information Theory Workshop (ITW), 171-175, 2016
732016
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
662022
Decentralized caching and coded delivery with distinct cache capacities
MM Amiri, Q Yang, D Gündüz
IEEE Transactions on Communications 65 (11), 4657-4669, 2017
642017
Collaborative machine learning at the wireless edge with blind transmitters
MM Amiri, TM Duman, D Gündüz
2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2019
622019
Over-the-air machine learning at the wireless edge
MM Amiri, D Gündüz
2019 IEEE 20th International Workshop on Signal Processing Advances in …, 2019
622019
Cache-aided content delivery over erasure broadcast channels
MM Amiri, D Gündüz
IEEE Transactions on Communications 66 (1), 370-381, 2017
542017
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
352018
Communication-efficient federated learning over MIMO multiple access channels
YS Jeon, MM Amiri, N Lee
IEEE Transactions on Communications 70 (10), 6547-6562, 2022
212022
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