Afsaneh Mahmoudi Benhangi
Afsaneh Mahmoudi Benhangi
Ph.D. Candidate of Electrical Engineering, KTH Royal Institute of Technology
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Cost-efficient distributed optimization in machine learning over wireless networks
A Mahmoudi, HS Ghadikolaei, C Fischione
ICC 2020-2020 IEEE International Conference on Communications (ICC), 1-7, 2020
Machine learning over networks: Co-design of distributed optimization and communications
A Mahmoudi, HS Ghadikolaei, C Fischione
2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020
A-LAQ: Adaptive lazily aggregated quantized gradient
A Mahmoudi, JMBDS Júnior, HS Ghadikolaei, C Fischione
2022 IEEE Globecom Workshops (GC Wkshps), 1828-1833, 2022
FedCau: A proactive stop policy for communication and computation efficient Federated Learning
A Mahmoudi, HS Ghadikolaei, JMBDS Júnior, C Fischione
IEEE Transactions on Wireless Communications, 2024
Joint Energy and Latency Optimization in Federated Learning over Cell-Free Massive MIMO Networks
A Mahmoudi, M Zaher, E Björnson
arXiv preprint arXiv:2404.18287, 2024
Communication-Computation Efficient Federated Learning over Wireless Networks
A Mahmoudi
KTH Royal Institute of Technology, 2023
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