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Deniz Gunduz
Deniz Gunduz
Professor of Information Processing, Imperial College London
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
Deep joint source-channel coding for wireless image transmission
E Bourtsoulatze, DB Kurka, D Gündüz
IEEE Transactions on Cognitive Communications and Networking 5 (3), 567-579, 2019
9272019
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
6242020
The multiway relay channel
D Gunduz, A Yener, A Goldsmith, HV Poor
IEEE Transactions on Information Theory 59 (1), 51-63, 2013
5332013
Distributed learning in wireless networks: Recent progress and future challenges
M Chen, D Gündüz, K Huang, W Saad, M Bennis, AV Feljan, HV Poor
IEEE Journal on Selected Areas in Communications 39 (12), 3579-3605, 2021
5022021
Beyond transmitting bits: Context, semantics, and task-oriented communications
D Gündüz, Z Qin, IE Aguerri, HS Dhillon, Z Yang, A Yener, KK Wong, ...
IEEE Journal on Selected Areas in Communications 41 (1), 5-41, 2022
4462022
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
4162020
Learning-based optimization of cache content in a small cell base station
P Blasco, D Gündüz
2014 IEEE international conference on communications (ICC), 1897-1903, 2014
3752014
Designing intelligent energy harvesting communication systems
D Gunduz, K Stamatiou, N Michelusi, M Zorzi
IEEE communications magazine 52 (1), 210-216, 2014
3632014
One-bit over-the-air aggregation for communication-efficient federated edge learning: Design and convergence analysis
G Zhu, Y Du, D Gündüz, K Huang
IEEE Transactions on Wireless Communications 20 (3), 2120-2135, 2020
3572020
A learning theoretic approach to energy harvesting communication system optimization
P Blasco, D Gunduz, M Dohler
IEEE Transactions on Wireless Communications 12 (4), 1872-1882, 2013
3222013
DeepJSCC-f: Deep Joint Source-Channel Coding of Images With Feedback
DB Kurka, D Gündüz
IEEE Journal on Selected Areas in Information Theory 1 (1), 178-193, 2020
3152020
Opportunistic cooperation by dynamic resource allocation
D Gunduz, E Erkip
IEEE Transactions on Wireless Communications 6 (4), 2007
2962007
Wireless content caching for small cell and D2D networks
M Gregori, J Gómez-Vilardebó, J Matamoros, D Gündüz
IEEE Journal on Selected Areas in Communications 34 (5), 1222-1234, 2016
2842016
Average age of information with hybrid ARQ under a resource constraint
ET Ceran, D Gündüz, A György
IEEE Transactions on Wireless Communications 18 (3), 1900-1913, 2019
2832019
Machine learning in the air
D Gündüz, P De Kerret, ND Sidiropoulos, D Gesbert, CR Murthy, ...
IEEE Journal on Selected Areas in Communications 37 (10), 2184-2199, 2019
2672019
A general framework for the optimization of energy harvesting communication systems with battery imperfections
B Devillers, D Gündüz
Journal of Communications and Networks 14 (2), 130-139, 2012
2632012
Federated learning in vehicular networks
AM Elbir, B Soner, S Çöleri, D Gündüz, M Bennis
2022 IEEE International Mediterranean Conference on Communications and …, 2022
2212022
Wireless image retrieval at the edge
M Jankowski, D Gündüz, K Mikolajczyk
IEEE Journal on Selected Areas in Communications 39 (1), 89-100, 2020
2162020
Two-hop communication with energy harvesting
D Gündüz, B Devillers
2011 4th IEEE International Workshop on Computational Advances in Multi …, 2011
2112011
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