Concepedia

Denız Gündüz

DG

263

Publications

16.2K

Citations

64

H-Index

2004

Active since

Affiliations

Imperial College London(Current)

Princeton University

Centre Tecnologic de Telecomunicacions de Catalunya

Stanford University

New York University

Denız Gündüz is an author at Imperial College London specializing in engineering, computer science, and signal processing.

Top concepts

EngineeringComputer ScienceSignal ProcessingComputer EngineeringData ScienceMachine LearningEdge ComputingMobile ComputingDeep LearningFederated Learning

Publications per year

2004–2025

263

Publications

263

Deep Joint Source-Channel Coding for Wireless Image Transmission

Eirina Bourtsoulatze, David Burth Kurka, Denız Gündüz · IEEE Transactions on Cognitive Communications and Networking · 2019 · 1.1K citations · Full text

Federated learning over wireless fading channels

Mohammad Mohammadi Amiri, Denız Gündüz · IRIS UNIMORE (University of Modena and Reggio Emilia) · 2020 · 622 citations · Full text

Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications

Denız Gündüz, Zhijin Qin, Iñaki Estella Aguerri et al. · IEEE Journal on Selected Areas in Communications · 2022 · 580 citations

Engineering, Message Exchange, Context Awareness +16

Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air

Mohammad Mohammadi Amiri, Denız Gündüz · IEEE Transactions on Signal Processing · 2020 · 576 citations · Full text

Engineering, Machine Learning, Data Science +14

Distributed Learning in Wireless Networks: Recent Progress and Future Challenges

Mingzhe Chen, Denız Gündüz, Kaibin Huang et al. · IEEE Journal on Selected Areas in Communications · 2021 · 500 citations · Full text

Multi-agent Reinforcement Learning, Machine Learning, Engineering +16

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