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Emre Ozfatura
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Hierarchical federated learning across heterogeneous cellular networks
MSH Abad, E Ozfatura, D Gunduz, O Ercetin
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
1632020
Speeding up distributed gradient descent by utilizing non-persistent stragglers
E Ozfatura, D Gündüz, S Ulukus
2019 IEEE International Symposium on Information Theory (ISIT), 2729-2733, 2019
682019
Mobility and popularity-aware coded small-cell caching
E Ozfatura, D Gündüz
IEEE Communications Letters 22 (2), 288-291, 2017
492017
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
412020
Distributed gradient descent with coded partial gradient computations
E Ozfatura, S Ulukus, D Gündüz
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
352019
Straggler-aware distributed learning: Communication–computation latency trade-off
E Ozfatura, S Ulukus, D Gündüz
Entropy 22 (5), 544, 2020
272020
Gradient coding with clustering and multi-message communication
E Ozfatura, D Gündüz, S Ulukus
2019 IEEE Data Science Workshop (DSW), 42-46, 2019
262019
Time-correlated sparsification for communication-efficient federated learning
E Ozfatura, K Ozfatura, D Gündüz
2021 IEEE International Symposium on Information Theory (ISIT), 461-466, 2021
192021
Optimal network-assisted multiuser DASH video streaming
E Ozfatura, O Ercetin, H Inaltekin
IEEE Transactions on Broadcasting 64 (2), 247-265, 2018
182018
Dopamine: Differentially private federated learning on medical data
M Malekzadeh, B Hasircioglu, N Mital, K Katarya, ME Ozfatura, D Gündüz
arXiv preprint arXiv:2101.11693, 2021
162021
Age-based coded computation for bias reduction in distributed learning
E Ozfatura, B Buyukates, D Gündüz, S Ulukus
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020
162020
Decentralized SGD with over-the-air computation
E Ozfatura, S Rini, D Gündüz
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020
162020
Uncoded caching and cross-level coded delivery for non-uniform file popularity
E Ozfatura, D Gündüz
IEEE Transactions on Information Theory, 2022
152022
Mobility-aware coded storage and delivery
E Ozfatura, D Gündüz
IEEE Transactions on Communications 68 (6), 3275-3285, 2020
132020
Coded distributed computing with partial recovery
E Ozfatura, S Ulukus, D Gündüz
IEEE Transactions on Information Theory 68 (3), 1945-1959, 2021
102021
FedADC: Accelerated federated learning with drift control
E Ozfatura, K Ozfatura, D Gündüz
2021 IEEE International Symposium on Information Theory (ISIT), 467-472, 2021
82021
Dynamic content updates in heterogeneous wireless networks
MSH Abad, E Ozfatura, O Ercetin, D Gündüz
2019 15th Annual Conference on Wireless On-demand Network Systems and …, 2019
72019
Gradient coding with dynamic clustering for straggler mitigation
B Buyukates, E Ozfatura, S Ulukus, D Gündüz
ICC 2021-IEEE International Conference on Communications, 1-6, 2021
62021
Delay-aware coded caching for mobile users
E Ozfatura, T Rarris, D Gündüz, O Ercetin
2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile …, 2018
42018
Fast federated edge learning with overlapped communication and computation and channel-aware fair client scheduling
ME Ozfatura, J Zhao, D Gündüz
2021 IEEE 22nd International Workshop on Signal Processing Advances in …, 2021
32021
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