Hybrid Digital-Analog Networking under Extreme Energy and Latency Constraints

Informations projet

BEACON

N° de convention de subvention: 677854

DOI

10.3030/677854

Projet clôturé

Date de signature de la CE 23 Decembre 2015

Date de début 1 Octobre 2016

Date de fin 30 Septembre 2022

Financé au titre de

• EXCELLENT SCIENCE - European Research Council (ERC)

Coût total

€ 1 496 350,00

Contribution de l’UE

€ 1 496 350,00

Coordonné par

IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE
United Kingdom

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Publications

Peer reviewed articles (63)

Privacy-Aware Time-Series Data Sharing With Deep Reinforcement Learning

Auteurs: Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gunduz
Publié dans: IEEE Transactions on Information Forensics and Security, Numéro 16, 2021, Page(s) 389-401, ISSN 1556-6013
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2020.3013200

Coded Caching in a Multi-Server System With Random Topology

Auteurs: Nitish Mital, Deniz Gunduz, Cong Ling
Publié dans: IEEE Transactions on Communications, Numéro 68/8, 2020, Page(s) 4620-4631, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2020.2991460

Blind Federated Edge Learning

Auteurs: Mohammad Mohammadi Amiri; Tolga M. Duman; Deniz Gunduz; Sanjeev R. Kulkarni; H. Vincent Poor
Publié dans: IEEE Transactions on Wireless Communications, Numéro 20/8, 2021, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2010.10030

SparseCast: Hybrid Digital-Analog Wireless Image Transmission Exploiting Frequency-Domain Sparsity

Auteurs: Tze-Yang Tung, Deniz Gunduz
Publié dans: IEEE Communications Letters, Numéro 22/12, 2018, Page(s) 2451-2454, ISSN 1089-7798
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2018.2877316

Bivariate Polynomial Coding for Efficient Distributed Matrix Multiplication

Auteurs: Hasırcıoğlu, Burak; Jesús Gómez-Vilardebó Centre Tecnòlogic De Telecomunicacions De Catalunya (CTTC/CERCA), Barcelona, Spain; Gündüz, Deniz
Publié dans: IEEE Journal on Selected Areas in Information Theory, Numéro 5, 2021, ISSN 2641-8770
Éditeur: IEEE
DOI: 10.1109/jsait.2021.3105365

Fundamental Limits of Coded Caching: Improved Delivery Rate-Cache Capacity Tradeoff

Auteurs: Mohammad Mohammadi Amiri, Deniz Gunduz
Publié dans: IEEE Transactions on Communications, Numéro 65/2, 2017, Page(s) 806-815, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2016.2638841

Information Transmission Bounds Between Moving Terminals

Auteurs: Omar J. Faqir, Eric C. Kerrigan, Deniz Gunduz
Publié dans: IEEE Communications Letters, Numéro 24/7, 2020, Page(s) 1410-1413, ISSN 1089-7798
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2020.2967040

Channel-Adaptive Wireless Image Transmission with OFDM

Auteurs: Haotian Wu; Yulin Shao; Krystian Mikolajczyk; Deniz Gunduz
Publié dans: IEEE Wireless Communications Letters, Numéro 1, 2022, ISSN 2162-2345
Éditeur: IEEE
DOI: 10.1109/lwc.2022.3204837

Federated mmWave Beam Selection Utilizing LIDAR Data

Auteurs: Mahdi Boloursaz Mashhadi; Mikolaj Jankowski; Tze-Yang Tung; Szymon Kobus; Deniz Gunduz
Publié dans: IEEE Wireless Communications Letters, Numéro 10/10, 2021, ISSN 2162-2337
Éditeur: IEEE Communications Society
DOI: 10.1109/lwc.2021.3099136

Centralized Caching and Delivery of Correlated Contents Over Gaussian Broadcast Channels

Auteurs: Qianqian Yang, Parisa Hassanzadeh, Deniz Gunduz, Elza Erkip
Publié dans: IEEE Transactions on Communications, Numéro 68/1, 2020, Page(s) 122-136, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2019.2950930

Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge

Auteurs: Mohammad Mohammadi Amiri; Deniz Gunduz; Sanjeev R. Kulkarni; H. Vincent Poor
Publié dans: IEEE Transactions on Wireless Communications, Numéro 20/6, 2021, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2001.10402

Privacy-Aware Distributed Hypothesis Testing

Auteurs: Sreejith Sreekumar, Asaf Cohen, Deniz Gündüz
Publié dans: Entropy, Numéro 22/6, 2020, Page(s) 665, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e22060665

Data Disclosure Under Perfect Sample Privacy

Auteurs: Borzoo Rassouli, Fernando E. Rosas, Deniz Gunduz
Publié dans: IEEE Transactions on Information Forensics and Security, Numéro 15, 2020, Page(s) 2012-2025, ISSN 1556-6013
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2019.2954652

Distributed Learning in Wireless Networks: Recent Progress and Future Challenges

Auteurs: Mingzhe Chen; Deniz Gunduz; Kaibin Huang; Walid Saad; Mehdi Bennis; Aneta Vulgarakis Feljan; H. Vincent Poor
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 39/12, 2021, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2104.02151

Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback

Auteurs: Mahdi Boloursaz Mashhadi, Qianqian Yang, Deniz Gunduz
Publié dans: IEEE Transactions on Wireless Communications, Numéro 20/4, 2021, Page(s) 2621-2633, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3043502

Pruning the Pilots: Deep Learning-Based Pilot Design and Channel Estimation for MIMO-OFDM Systems

Auteurs: Mahdi Boloursaz Mashhadi; Deniz Gunduz
Publié dans: IEEE Transactions on Wireless Communications, Numéro 20/10, 2021, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2006.11796

Functional Broadcast Repair of Multiple Partial Failures in Wireless Distributed Storage Systems

Auteurs: Nitish Mital; Katina Kralevska; Cong Ling; Deniz Gunduz
Publié dans: IEEE Journal on Selected Areas in Information Theory, Numéro 2/4, 2021, ISSN 2641-8770
Éditeur: IEEE
DOI: 10.1109/jsait.2021.3126588

Convergence of Federated Learning over a Noisy Downlink

Auteurs: Mohammad Mohammadi Amiri; Deniz Gunduz; Sanjeev R. Kulkarni; H. Vincent Poor
Publié dans: IEEE Transactions on Wireless Communications, Numéro 21, 2022, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2021.3103874

Distributed Hypothesis Testing Over Discrete Memoryless Channels

Auteurs: Sreejith Sreekumar, Deniz Gunduz
Publié dans: IEEE Transactions on Information Theory, Numéro 66/4, 2020, Page(s) 2044-2066, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2019.2953750

Coded Distributed Computing with Partial Recovery

Auteurs: Emre Ozfatura; Sennur Ulukus; Deniz Gunduz
Publié dans: IEEE Transactions on Information Theory, Numéro 22, 2022, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2021.3133791

Multi-Antenna Coded Content Delivery With Caching: A Low-Complexity Solution

Auteurs: Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gunduz
Publié dans: IEEE Transactions on Wireless Communications, Numéro 19/11, 2020, Page(s) 7484-7497, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3012016

Content Caching and Delivery in Wireless Radio Access Networks

Auteurs: Meixia Tao, Deniz Gunduz, Fan Xu, Joan S. Pujol Roig
Publié dans: IEEE Transactions on Communications, Numéro 67/7, 2019, Page(s) 4724-4749, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2019.2912384

Audience-Retention-Rate-Aware Caching and Coded Video Delivery With Asynchronous Demands

Auteurs: Qianqian Yang; Mohammad Mohammadi Amiri; Deniz Gunduz
Publié dans: IEEE Transactions on Communications, Numéro 28, 2019, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.1808.04835

Cache-Aided Content Delivery Over Erasure Broadcast Channels

Auteurs: Mohammad Mohammadi Amiri, Deniz Gunduz
Publié dans: IEEE Transactions on Communications, Numéro 66/1, 2018, Page(s) 370-381, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2017.2751608

Computation Scheduling for Distributed Machine Learning With Straggling Workers

Auteurs: Mohammad Mohammadi Amiri, Deniz Gunduz
Publié dans: IEEE Transactions on Signal Processing, Numéro 67/24, 2019, Page(s) 6270-6284, ISSN 1053-587X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2019.2952051

Machine Learning in the Air

Auteurs: Deniz Gunduz, Paul de Kerret, Nicholas D. Sidiropoulos, David Gesbert, Chandra R. Murthy, Mihaela van der Schaar
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 37/10, 2019, Page(s) 2184-2199, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2019.2933969

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

Auteurs: Mohammad Mohammadi Amiri, Deniz Gunduz
Publié dans: IEEE Transactions on Signal Processing, Numéro 68, 2020, Page(s) 2155-2169, ISSN 1053-587X
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2020.2981904

Secure distributed matrix computation with discrete fourier transform

Auteurs: Nitish Mital; Cong Ling; Deniz Gunduz
Publié dans: IEEE Transactions on Information Theory, Numéro 68/7, 2022, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2022.3158868

LIDAR and Position-Aided mmWave Beam Selection with Non-local CNNs and Curriculum Training

Auteurs: Matteo Zecchin; Mahdi Boloursaz Mashhadi; Mikolaj Jankowski; Deniz Gunduz; Marios Kountouris; David Gesbert
Publié dans: IEEE Transactions on Vehicular Technology, Numéro 71/3, 2022, ISSN 0018-9545
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2104.14579

Deep Joint Source-Channel Coding for Wireless Image Transmission

Auteurs: Eirina Bourtsoulatze, David Burth Kurka, Deniz Gunduz
Publié dans: IEEE Transactions on Cognitive Communications and Networking, Numéro 5/3, 2019, Page(s) 567-579, ISSN 2332-7731
Éditeur: IEEE
DOI: 10.1109/tccn.2019.2919300

Communicate to Learn at the Edge

Auteurs: Deniz Gunduz, David Burth Kurka, Mikolaj Jankowski, Mohammad Mohammadi Amiri, Emre Ozfatura, Sreejith Sreekumar
Publié dans: IEEE Communications Magazine, Numéro 58/12, 2020, Page(s) 14-19, ISSN 0163-6804
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mcom.001.2000394

One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis

Auteurs: Guangxu Zhu, Yuqing Du, Deniz Gunduz, Kaibin Huang
Publié dans: IEEE Transactions on Wireless Communications, Numéro 20/3, 2021, Page(s) 2120-2135, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3039309

Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning Over Noisy Channels

Auteurs: Tze-Yang Tung; Szymon Kobus; Joan Pujol Roig; Deniz Gunduz
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 15, 2021, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2101.10369

DeepWiVe: Deep-Learning-Aided Wireless Video Transmission

Auteurs: Tze-Yang Tung; Deniz Gunduz
Publié dans: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, Numéro 13, 2022, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2022.3191354

Finite-Length Linear Schemes for Joint Source-Channel Coding over Gaussian Broadcast Channels with Feedback

Auteurs: Yonathan Murin, Yonatan Kaspi, Ron Dabora, Deniz Gunduz
Publié dans: IEEE Transactions on Information Theory, 2017, Page(s) 1-1, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2017.2678988

Zero-Delay Source-Channel Coding With a 1-Bit ADC Front End and Correlated Receiver Side Information

Auteurs: Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz
Publié dans: IEEE Transactions on Communications, Numéro 65/12, 2017, Page(s) 5429-5444, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2017.2747541

Zero-Delay Source-Channel Coding With a Low-Resolution ADC Front End

Auteurs: Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz
Publié dans: IEEE Transactions on Information Theory, Numéro 64/2, 2018, Page(s) 1241-1261, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2017.2719708

Mobility and Popularity-Aware Coded Small-Cell Caching

Auteurs: Emre Ozfatura, Deniz Gunduz
Publié dans: IEEE Communications Letters, Numéro 22/2, 2018, Page(s) 288-291, ISSN 1089-7798
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2017.2774799

Channel Sensing and Communication Over a Time-Correlated Channel With an Energy Harvesting Transmitter

Auteurs: Mehdi Salehi Heydar Abad, Ozgur Ercetin, Deniz Gunduz
Publié dans: IEEE Transactions on Green Communications and Networking, Numéro 2/1, 2018, Page(s) 114-126, ISSN 2473-2400
Éditeur: IEEE
DOI: 10.1109/TGCN.2017.2766173

Energy-Distortion Exponents in Lossy Transmission of Gaussian Sources Over Gaussian Channels

Auteurs: Erman Koken, Deniz Gunduz, Ertem Tuncel
Publié dans: IEEE Transactions on Information Theory, Numéro 63/2, 2017, Page(s) 1227-1236, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2016.2634578

Decentralized Caching and Coded Delivery With Distinct Cache Capacities

Auteurs: Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gunduz
Publié dans: IEEE Transactions on Communications, Numéro 65/11, 2017, Page(s) 4657-4669, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2017.2734767

Caching With Time-Varying Popularity Profiles: A Learning-Theoretic Perspective

Auteurs: B. N. Bharath, K. G. Nagananda, D. Gunduz, H. Vincent Poor
Publié dans: IEEE Transactions on Communications, Numéro 66/9, 2018, Page(s) 3837-3847, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2018.2835479

Lossy Coding of Correlated Sources Over a Multiple Access Channel: Necessary Conditions and Separation Results

Auteurs: Basak Guler, Deniz Gunduz, Aylin Yener
Publié dans: IEEE Transactions on Information Theory, Numéro 64/9, 2018, Page(s) 6081-6097, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2018.2844833

Coded Caching and Content Delivery With Heterogeneous Distortion Requirements

Auteurs: Qianqian Yang, Deniz Gunduz
Publié dans: IEEE Transactions on Information Theory, Numéro 64/6, 2018, Page(s) 4347-4364, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2018.2805331

A Reinforcement-Learning Approach to Proactive Caching in Wireless Networks

Auteurs: Samuel O. Somuyiwa, Andras Gyorgy, Deniz Gunduz
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 36/6, 2018, Page(s) 1331-1344, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2018.2844985

Caching and Coded Delivery Over Gaussian Broadcast Channels for Energy Efficiency

Auteurs: Mohammad Mohammadi Amiri, Deniz Gunduz
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 36/8, 2018, Page(s) 1706-1720, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2018.2844623

Average Age of Information With Hybrid ARQ Under a Resource Constraint

Auteurs: Elif Tugce Ceran, Deniz Gunduz, Andras Gyorgy
Publié dans: IEEE Transactions on Wireless Communications, Numéro 18/3, 2019, Page(s) 1900-1913, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2019.2899303

The Best Defense Is a Good Offense: Adversarial Attacks to Avoid Modulation Detection

Auteurs: Muhammad Zaid Hameed, Andras Gyorgy, Deniz Gunduz
Publié dans: IEEE Transactions on Information Forensics and Security, Numéro 16, 2021, Page(s) 1074-1087, ISSN 1556-6013
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2020.3025441

Semantic-Effectiveness Filtering and Control for Post-5G Wireless Connectivity

Auteurs: Petar Popovski; Osvaldo Simeone; Federico Boccardi; Deniz Gunduz; Onur Sahin
Publié dans: Journal of the Indian Institute of Science, Numéro 38, 2020, ISSN 0970-4140
Éditeur: Springer
DOI: 10.1007/s41745-020-00165-6

DeepJSCC- f : Deep Joint Source-Channel Coding of Images With Feedback

Auteurs: David Burth Kurka, Deniz Gunduz
Publié dans: IEEE Journal on Selected Areas in Information Theory, Numéro 1/1, 2020, Page(s) 178-193, ISSN 2641-8770
Éditeur: IEEE
DOI: 10.1109/jsait.2020.2987203

Smart Meter Privacy With Renewable Energy and an Energy Storage Device

Auteurs: Giulio Giaconi, Deniz Gunduz, H. Vincent Poor
Publié dans: IEEE Transactions on Information Forensics and Security, Numéro 13/1, 2018, Page(s) 129-142, ISSN 1556-6013
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2017.2744601

Wireless Image Retrieval at the Edge

Auteurs: Mikolaj Jankowski; Deniz Gunduz; Krystian Mikolajczyk
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 39/1, 2021, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2007.10915

Learning to Speak on Behalf of a Group: Medium Access Control for Sending a Shared Message

Auteurs: Shaan ul Haque; Siddharth Chandak; Federico Chiariotti; Deniz Gunduz; Petar Popovski
Publié dans: IEEE Communications Letters, Numéro 1, 2022, ISSN 1089-7798
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2202.00401

A Reinforcement Learning Approach to Age of Information in Multi-User Networks With HARQ

Auteurs: Elif Tugce Ceran; Deniz Gunduz; András György
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 18, 2021, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2021.3065057

Age-of-Information With Information Source Diversity in an Energy Harvesting System

Auteurs: Elvina Gindullina; Leonardo Badia; Deniz Gunduz
Publié dans: IEEE Transactions on Green Communications and Networking, Numéro 5/3, 2021, ISSN 2473-2400
Éditeur: IEEE
DOI: 10.1109/tgcn.2021.3092272

Bivariate Polynomial Codes for Secure Distributed Matrix Multiplication

Auteurs: Burak Hasırcıoğlu; Jesús Gómez Vilardebò; Deniz Gunduz
Publié dans: IEEE Journal on Selected Areas in Communications, Numéro 11, 2022, ISSN 0733-8716
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2022.3142355

Non-Orthogonal Unicast and Broadcast Transmission via Joint Beamforming and LDM in Cellular Networks

Auteurs: Junlin Zhao, Deniz Gunduz, Osvaldo Simeone, David Gomez-Barquero
Publié dans: IEEE Transactions on Broadcasting, Numéro 66/2, 2020, Page(s) 216-228, ISSN 0018-9316
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbc.2019.2932339

A Learning Aided Flexible Gradient Descent Approach to MISO Beamforming

Auteurs: Zhixiong Yang; Jing-Yuan Xia; Junshan Luo; Shuanghui Zhang; Deniz Gunduz
Publié dans: IEEE Wireless Communications Letters, Numéro 11/9, 2022, ISSN 2162-2337
Éditeur: IEEE Communications Society
DOI: 10.1109/lwc.2022.3186160

Mobility-Aware Coded Storage and Delivery

Auteurs: Emre Ozfatura, Deniz Gunduz
Publié dans: IEEE Transactions on Communications, Numéro 68/6, 2020, Page(s) 3275-3285, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2020.2981454

Straggler-Aware Distributed Learning: Communication-Computation Latency Trade-Off.

Auteurs: Emre Ozfatura; Sennur Ulukus; Deniz Gunduz
Publié dans: Entropy, Numéro 21, 2020, ISSN 1099-4300
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e22050544

Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding

Auteurs: David Burth Kurka; Deniz Gunduz
Publié dans: IEEE Transactions on Wireless Communications, Numéro 20/12, 2021, ISSN 1536-1276
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2021.3090048

Polar Codes and Polar Lattices for the Heegard–Berger Problem

Auteurs: Jinwen Shi, Ling Liu, Deniz Gunduz, Cong Ling
Publié dans: IEEE Transactions on Communications, Numéro 66/9, 2018, Page(s) 3760-3771, ISSN 0090-6778
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2018.2832618

Uncoded Caching and Cross-Level Coded Delivery for Non-Uniform File Popularity

Auteurs: Emre Ozfatura; Deniz Gunduz
Publié dans: IEEE Transactions on Information Theory, Numéro 54, 2022, ISSN 0018-9448
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2022.3175900

Conference proceedings (1)

Honest-but-Curious Nets: Sensitive Attributes of Private Inputs Can Be Secretly Coded into the Classifiers' Outputs

Auteurs: Mohammad Malekzadeh; Anastasia Borovykh; Deniz Gunduz
Publié dans: Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security, Numéro 30, 2021
Éditeur: ACM
DOI: 10.1145/3460120.3484533

Droits de propriété intellectuelle

Patent (3)

Joint source channel coding of information sources using neural networks

Numéro de demande/publication: 20 1813353
Date: 2018-08-15
Demandeur(s): IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE

JOINT SOURCE CHANNEL CODING BASED ON CHANNEL CAPACITY USING NEURAL NETWORKS

Numéro de demande/publication: 19 758462
Date: 2019-08-14
Demandeur(s): IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE

JOINT SOURCE CHANNEL CODING FOR NOISY CHANNELS USING NEURAL NETWORKS

Numéro de demande/publication: 19 758460
Date: 2019-08-14
Demandeur(s): IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE