Hybrid Digital-Analog Networking under Extreme Energy and Latency Constraints

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

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

Author(s): Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gunduz
Published in: IEEE Transactions on Information Forensics and Security, Issue 16, 2021, Page(s) 389-401, ISSN 1556-6013
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2020.3013200

Coded Caching in a Multi-Server System With Random Topology

Author(s): Nitish Mital, Deniz Gunduz, Cong Ling
Published in: IEEE Transactions on Communications, Issue 68/8, 2020, Page(s) 4620-4631, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2020.2991460

Blind Federated Edge Learning

Author(s): Mohammad Mohammadi Amiri; Tolga M. Duman; Deniz Gunduz; Sanjeev R. Kulkarni; H. Vincent Poor
Published in: IEEE Transactions on Wireless Communications, Issue 20/8, 2021, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2010.10030

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

Author(s): Tze-Yang Tung, Deniz Gunduz
Published in: IEEE Communications Letters, Issue 22/12, 2018, Page(s) 2451-2454, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2018.2877316

Bivariate Polynomial Coding for Efficient Distributed Matrix Multiplication

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

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

Author(s): Mohammad Mohammadi Amiri, Deniz Gunduz
Published in: IEEE Transactions on Communications, Issue 65/2, 2017, Page(s) 806-815, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2016.2638841

Information Transmission Bounds Between Moving Terminals

Author(s): Omar J. Faqir, Eric C. Kerrigan, Deniz Gunduz
Published in: IEEE Communications Letters, Issue 24/7, 2020, Page(s) 1410-1413, ISSN 1089-7798
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2020.2967040

Channel-Adaptive Wireless Image Transmission with OFDM

Author(s): Haotian Wu; Yulin Shao; Krystian Mikolajczyk; Deniz Gunduz
Published in: IEEE Wireless Communications Letters, Issue 1, 2022, ISSN 2162-2345
Publisher: IEEE
DOI: 10.1109/lwc.2022.3204837

Federated mmWave Beam Selection Utilizing LIDAR Data

Author(s): Mahdi Boloursaz Mashhadi; Mikolaj Jankowski; Tze-Yang Tung; Szymon Kobus; Deniz Gunduz
Published in: IEEE Wireless Communications Letters, Issue 10/10, 2021, ISSN 2162-2337
Publisher: IEEE Communications Society
DOI: 10.1109/lwc.2021.3099136

Centralized Caching and Delivery of Correlated Contents Over Gaussian Broadcast Channels

Author(s): Qianqian Yang, Parisa Hassanzadeh, Deniz Gunduz, Elza Erkip
Published in: IEEE Transactions on Communications, Issue 68/1, 2020, Page(s) 122-136, ISSN 0090-6778
Publisher: 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

Author(s): Mohammad Mohammadi Amiri; Deniz Gunduz; Sanjeev R. Kulkarni; H. Vincent Poor
Published in: IEEE Transactions on Wireless Communications, Issue 20/6, 2021, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2001.10402

Privacy-Aware Distributed Hypothesis Testing

Author(s): Sreejith Sreekumar, Asaf Cohen, Deniz Gündüz
Published in: Entropy, Issue 22/6, 2020, Page(s) 665, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e22060665

Data Disclosure Under Perfect Sample Privacy

Author(s): Borzoo Rassouli, Fernando E. Rosas, Deniz Gunduz
Published in: IEEE Transactions on Information Forensics and Security, Issue 15, 2020, Page(s) 2012-2025, ISSN 1556-6013
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2019.2954652

Distributed Learning in Wireless Networks: Recent Progress and Future Challenges

Author(s): Mingzhe Chen; Deniz Gunduz; Kaibin Huang; Walid Saad; Mehdi Bennis; Aneta Vulgarakis Feljan; H. Vincent Poor
Published in: IEEE Journal on Selected Areas in Communications, Issue 39/12, 2021, ISSN 0733-8716
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2104.02151

Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback

Author(s): Mahdi Boloursaz Mashhadi, Qianqian Yang, Deniz Gunduz
Published in: IEEE Transactions on Wireless Communications, Issue 20/4, 2021, Page(s) 2621-2633, ISSN 1536-1276
Publisher: 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

Author(s): Mahdi Boloursaz Mashhadi; Deniz Gunduz
Published in: IEEE Transactions on Wireless Communications, Issue 20/10, 2021, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2006.11796

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

Author(s): Nitish Mital; Katina Kralevska; Cong Ling; Deniz Gunduz
Published in: IEEE Journal on Selected Areas in Information Theory, Issue 2/4, 2021, ISSN 2641-8770
Publisher: IEEE
DOI: 10.1109/jsait.2021.3126588

Convergence of Federated Learning over a Noisy Downlink

Author(s): Mohammad Mohammadi Amiri; Deniz Gunduz; Sanjeev R. Kulkarni; H. Vincent Poor
Published in: IEEE Transactions on Wireless Communications, Issue 21, 2022, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2021.3103874

Distributed Hypothesis Testing Over Discrete Memoryless Channels

Author(s): Sreejith Sreekumar, Deniz Gunduz
Published in: IEEE Transactions on Information Theory, Issue 66/4, 2020, Page(s) 2044-2066, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2019.2953750

Coded Distributed Computing with Partial Recovery

Author(s): Emre Ozfatura; Sennur Ulukus; Deniz Gunduz
Published in: IEEE Transactions on Information Theory, Issue 22, 2022, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2021.3133791

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

Author(s): Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gunduz
Published in: IEEE Transactions on Wireless Communications, Issue 19/11, 2020, Page(s) 7484-7497, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3012016

Content Caching and Delivery in Wireless Radio Access Networks

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

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

Author(s): Qianqian Yang; Mohammad Mohammadi Amiri; Deniz Gunduz
Published in: IEEE Transactions on Communications, Issue 28, 2019, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.1808.04835

Cache-Aided Content Delivery Over Erasure Broadcast Channels

Author(s): Mohammad Mohammadi Amiri, Deniz Gunduz
Published in: IEEE Transactions on Communications, Issue 66/1, 2018, Page(s) 370-381, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2017.2751608

Computation Scheduling for Distributed Machine Learning With Straggling Workers

Author(s): Mohammad Mohammadi Amiri, Deniz Gunduz
Published in: IEEE Transactions on Signal Processing, Issue 67/24, 2019, Page(s) 6270-6284, ISSN 1053-587X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2019.2952051

Machine Learning in the Air

Author(s): Deniz Gunduz, Paul de Kerret, Nicholas D. Sidiropoulos, David Gesbert, Chandra R. Murthy, Mihaela van der Schaar
Published in: IEEE Journal on Selected Areas in Communications, Issue 37/10, 2019, Page(s) 2184-2199, ISSN 0733-8716
Publisher: 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

Author(s): Mohammad Mohammadi Amiri, Deniz Gunduz
Published in: IEEE Transactions on Signal Processing, Issue 68, 2020, Page(s) 2155-2169, ISSN 1053-587X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2020.2981904

Secure distributed matrix computation with discrete fourier transform

Author(s): Nitish Mital; Cong Ling; Deniz Gunduz
Published in: IEEE Transactions on Information Theory, Issue 68/7, 2022, ISSN 0018-9448
Publisher: 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

Author(s): Matteo Zecchin; Mahdi Boloursaz Mashhadi; Mikolaj Jankowski; Deniz Gunduz; Marios Kountouris; David Gesbert
Published in: IEEE Transactions on Vehicular Technology, Issue 71/3, 2022, ISSN 0018-9545
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2104.14579

Deep Joint Source-Channel Coding for Wireless Image Transmission

Author(s): Eirina Bourtsoulatze, David Burth Kurka, Deniz Gunduz
Published in: IEEE Transactions on Cognitive Communications and Networking, Issue 5/3, 2019, Page(s) 567-579, ISSN 2332-7731
Publisher: IEEE
DOI: 10.1109/tccn.2019.2919300

Communicate to Learn at the Edge

Author(s): Deniz Gunduz, David Burth Kurka, Mikolaj Jankowski, Mohammad Mohammadi Amiri, Emre Ozfatura, Sreejith Sreekumar
Published in: IEEE Communications Magazine, Issue 58/12, 2020, Page(s) 14-19, ISSN 0163-6804
Publisher: 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

Author(s): Guangxu Zhu, Yuqing Du, Deniz Gunduz, Kaibin Huang
Published in: IEEE Transactions on Wireless Communications, Issue 20/3, 2021, Page(s) 2120-2135, ISSN 1536-1276
Publisher: 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

Author(s): Tze-Yang Tung; Szymon Kobus; Joan Pujol Roig; Deniz Gunduz
Published in: IEEE Journal on Selected Areas in Communications, Issue 15, 2021, ISSN 0733-8716
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2101.10369

DeepWiVe: Deep-Learning-Aided Wireless Video Transmission

Author(s): Tze-Yang Tung; Deniz Gunduz
Published in: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, Issue 13, 2022, ISSN 0733-8716
Publisher: 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

Author(s): Yonathan Murin, Yonatan Kaspi, Ron Dabora, Deniz Gunduz
Published in: IEEE Transactions on Information Theory, 2017, Page(s) 1-1, ISSN 0018-9448
Publisher: 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

Author(s): Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz
Published in: IEEE Transactions on Communications, Issue 65/12, 2017, Page(s) 5429-5444, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2017.2747541

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

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

Mobility and Popularity-Aware Coded Small-Cell Caching

Author(s): Emre Ozfatura, Deniz Gunduz
Published in: IEEE Communications Letters, Issue 22/2, 2018, Page(s) 288-291, ISSN 1089-7798
Publisher: 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

Author(s): Mehdi Salehi Heydar Abad, Ozgur Ercetin, Deniz Gunduz
Published in: IEEE Transactions on Green Communications and Networking, Issue 2/1, 2018, Page(s) 114-126, ISSN 2473-2400
Publisher: IEEE
DOI: 10.1109/TGCN.2017.2766173

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

Author(s): Erman Koken, Deniz Gunduz, Ertem Tuncel
Published in: IEEE Transactions on Information Theory, Issue 63/2, 2017, Page(s) 1227-1236, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2016.2634578

Decentralized Caching and Coded Delivery With Distinct Cache Capacities

Author(s): Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gunduz
Published in: IEEE Transactions on Communications, Issue 65/11, 2017, Page(s) 4657-4669, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2017.2734767

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

Author(s): B. N. Bharath, K. G. Nagananda, D. Gunduz, H. Vincent Poor
Published in: IEEE Transactions on Communications, Issue 66/9, 2018, Page(s) 3837-3847, ISSN 0090-6778
Publisher: 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

Author(s): Basak Guler, Deniz Gunduz, Aylin Yener
Published in: IEEE Transactions on Information Theory, Issue 64/9, 2018, Page(s) 6081-6097, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2018.2844833

Coded Caching and Content Delivery With Heterogeneous Distortion Requirements

Author(s): Qianqian Yang, Deniz Gunduz
Published in: IEEE Transactions on Information Theory, Issue 64/6, 2018, Page(s) 4347-4364, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2018.2805331

A Reinforcement-Learning Approach to Proactive Caching in Wireless Networks

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

Caching and Coded Delivery Over Gaussian Broadcast Channels for Energy Efficiency

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

Average Age of Information With Hybrid ARQ Under a Resource Constraint

Author(s): Elif Tugce Ceran, Deniz Gunduz, Andras Gyorgy
Published in: IEEE Transactions on Wireless Communications, Issue 18/3, 2019, Page(s) 1900-1913, ISSN 1536-1276
Publisher: 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

Author(s): Muhammad Zaid Hameed, Andras Gyorgy, Deniz Gunduz
Published in: IEEE Transactions on Information Forensics and Security, Issue 16, 2021, Page(s) 1074-1087, ISSN 1556-6013
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2020.3025441

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

Author(s): Petar Popovski; Osvaldo Simeone; Federico Boccardi; Deniz Gunduz; Onur Sahin
Published in: Journal of the Indian Institute of Science, Issue 38, 2020, ISSN 0970-4140
Publisher: Springer
DOI: 10.1007/s41745-020-00165-6

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

Author(s): David Burth Kurka, Deniz Gunduz
Published in: IEEE Journal on Selected Areas in Information Theory, Issue 1/1, 2020, Page(s) 178-193, ISSN 2641-8770
Publisher: IEEE
DOI: 10.1109/jsait.2020.2987203

Smart Meter Privacy With Renewable Energy and an Energy Storage Device

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

Wireless Image Retrieval at the Edge

Author(s): Mikolaj Jankowski; Deniz Gunduz; Krystian Mikolajczyk
Published in: IEEE Journal on Selected Areas in Communications, Issue 39/1, 2021, ISSN 0733-8716
Publisher: 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

Author(s): Shaan ul Haque; Siddharth Chandak; Federico Chiariotti; Deniz Gunduz; Petar Popovski
Published in: IEEE Communications Letters, Issue 1, 2022, ISSN 1089-7798
Publisher: 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

Author(s): Elif Tugce Ceran; Deniz Gunduz; András György
Published in: IEEE Journal on Selected Areas in Communications, Issue 18, 2021, ISSN 0733-8716
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2021.3065057

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

Author(s): Elvina Gindullina; Leonardo Badia; Deniz Gunduz
Published in: IEEE Transactions on Green Communications and Networking, Issue 5/3, 2021, ISSN 2473-2400
Publisher: IEEE
DOI: 10.1109/tgcn.2021.3092272

Bivariate Polynomial Codes for Secure Distributed Matrix Multiplication

Author(s): Burak Hasırcıoğlu; Jesús Gómez Vilardebò; Deniz Gunduz
Published in: IEEE Journal on Selected Areas in Communications, Issue 11, 2022, ISSN 0733-8716
Publisher: 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

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

A Learning Aided Flexible Gradient Descent Approach to MISO Beamforming

Author(s): Zhixiong Yang; Jing-Yuan Xia; Junshan Luo; Shuanghui Zhang; Deniz Gunduz
Published in: IEEE Wireless Communications Letters, Issue 11/9, 2022, ISSN 2162-2337
Publisher: IEEE Communications Society
DOI: 10.1109/lwc.2022.3186160

Mobility-Aware Coded Storage and Delivery

Author(s): Emre Ozfatura, Deniz Gunduz
Published in: IEEE Transactions on Communications, Issue 68/6, 2020, Page(s) 3275-3285, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2020.2981454

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

Author(s): Emre Ozfatura; Sennur Ulukus; Deniz Gunduz
Published in: Entropy, Issue 21, 2020, ISSN 1099-4300
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e22050544

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

Author(s): David Burth Kurka; Deniz Gunduz
Published in: IEEE Transactions on Wireless Communications, Issue 20/12, 2021, ISSN 1536-1276
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2021.3090048

Polar Codes and Polar Lattices for the Heegard–Berger Problem

Author(s): Jinwen Shi, Ling Liu, Deniz Gunduz, Cong Ling
Published in: IEEE Transactions on Communications, Issue 66/9, 2018, Page(s) 3760-3771, ISSN 0090-6778
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2018.2832618

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

Author(s): Emre Ozfatura; Deniz Gunduz
Published in: IEEE Transactions on Information Theory, Issue 54, 2022, ISSN 0018-9448
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2022.3175900

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

Author(s): Mohammad Malekzadeh; Anastasia Borovykh; Deniz Gunduz
Published in: Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security, Issue 30, 2021
Publisher: ACM
DOI: 10.1145/3460120.3484533

Intellectual Property Rights

Joint source channel coding of information sources using neural networks

Application/Publication number: 20 1813353
Date: 2018-08-15
Applicant(s): IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE

JOINT SOURCE CHANNEL CODING BASED ON CHANNEL CAPACITY USING NEURAL NETWORKS

Application/Publication number: 19 758462
Date: 2019-08-14
Applicant(s): IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE

JOINT SOURCE CHANNEL CODING FOR NOISY CHANNELS USING NEURAL NETWORKS

Application/Publication number: 19 758460
Date: 2019-08-14
Applicant(s): IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE

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