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 | 552 | 2020 |
Federated learning over wireless fading channels MM Amiri, D Gündüz IEEE Transactions on Wireless Communications 19 (5), 3546-3557, 2020 | 540 | 2020 |
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 | 174 | 2021 |
Federated learning with quantized global model updates MM Amiri, D Gunduz, SR Kulkarni, HV Poor arXiv preprint arXiv:2006.10672, 2020 | 139 | 2020 |
Fundamental Limits of Coded Caching: Improved Delivery Rate-Cache Capacity Tradeoff MM Amiri, D Gündüz IEEE Transactions on Communications 65 (2), 806-815, 2017 | 129 | 2017 |
Computation scheduling for distributed machine learning with straggling workers MM Amiri, D Gündüz IEEE Transactions on Signal Processing 67 (24), 6270-6284, 2019 | 89 | 2019 |
Blind federated edge learning MM Amiri, TM Duman, D Gündüz, SR Kulkarni, HV Poor IEEE Transactions on Wireless Communications 20 (8), 5129-5143, 2021 | 79 | 2021 |
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 | 76 | 2021 |
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 | 74 | 2020 |
Coded caching for a large number of users MM Amiri, Q Yang, D Gündüz 2016 IEEE Information Theory Workshop (ITW), 171-175, 2016 | 69 | 2016 |
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 | 68 | 2020 |
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 | 64 | 2020 |
Collaborative machine learning at the wireless edge with blind transmitters MM Amiri, TM Duman, D Gunduz IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2019 | 61 | 2019 |
Over-the-air machine learning at the wireless edge MM Amiri, D Gündüz 2019 IEEE 20th International Workshop on Signal Processing Advances in …, 2019 | 60 | 2019 |
Decentralized caching and coded delivery with distinct cache capacities MM Amiri, Q Yang, D Gündüz IEEE Transactions on Communications 65 (11), 4657-4669, 2017 | 60 | 2017 |
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 | 52 | 2022 |
Cache-aided content delivery over erasure broadcast channels MM Amiri, D Gündüz IEEE Transactions on Communications 66 (1), 370-381, 2017 | 52 | 2017 |
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 | 42 | 2016 |
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 | 33 | 2018 |
Cache-aided data delivery over erasure broadcast channels MM Amiri, D Gündüz 2017 IEEE International Conference on Communications (ICC), 1-6, 2017 | 16 | 2017 |