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Emre Ozfatura
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Year
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
2142020
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
712019
Mobility and popularity-aware coded small-cell caching
E Ozfatura, D Gündüz
IEEE Communications Letters 22 (2), 288-291, 2017
502017
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
472020
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
372019
Straggler-aware distributed learning: Communication–computation latency trade-off
E Ozfatura, S Ulukus, D Gündüz
Entropy 22 (5), 544, 2020
302020
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
282021
Decentralized SGD with over-the-air computation
E Ozfatura, S Rini, D Gündüz
GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020
282020
Gradient coding with clustering and multi-message communication
E Ozfatura, D Gündüz, S Ulukus
2019 IEEE Data Science Workshop (DSW), 42-46, 2019
282019
Dopamine: Differentially private secure federated learning on medical data
M Malekzadeh, B Hasircioglu, N Mital, K Katarya, ME Ozfatura, D Gündüz
Proceedings of the Second AAAI Workshop on Privacy-Preserving Artificial …, 2021
27*2021
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
202020
Optimal network-assisted multiuser DASH video streaming
E Ozfatura, O Ercetin, H Inaltekin
IEEE Transactions on Broadcasting 64 (2), 247-265, 2018
192018
Uncoded caching and cross-level coded delivery for non-uniform file popularity
E Ozfatura, D Gündüz
IEEE Transactions on Information Theory 68 (10), 6842-6859, 2022
162022
Fedadc: Accelerated federated learning with drift control
E Ozfatura, K Ozfatura, D Gündüz
2021 IEEE International Symposium on Information Theory (ISIT), 467-472, 2021
152021
Mobility-aware coded storage and delivery
E Ozfatura, D Gündüz
IEEE Transactions on Communications 68 (6), 3275-3285, 2020
152020
Coded distributed computing with partial recovery
E Ozfatura, S Ulukus, D Gündüz
IEEE Transactions on Information Theory 68 (3), 1945-1959, 2021
122021
Gradient coding with dynamic clustering for straggler-tolerant distributed learning
B Buyukates, E Ozfatura, S Ulukus, D Gündüz
IEEE Transactions on Communications, 2022
10*2022
Attentioncode: Ultra-reliable feedback codes for short-packet communications
Y Shao, E Ozfatura, A Perotti, B Popovic, D Gunduz
arXiv preprint arXiv:2205.14955, 2022
72022
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
Optimal throughput performance in full-duplex relay assisted cognitive networks
ME Ozfatura, S ElAzzouni, O Ercetin, T ElBatt
Wireless Networks 25, 1931-1947, 2019
62019
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