Hybrid Digital-Analog Networking under Extreme Energy and Latency Constraints

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I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Pubblicazioni

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

Autori: Ecenaz Erdemir, Pier Luigi Dragotti, Deniz Gunduz
Pubblicato in: IEEE Transactions on Information Forensics and Security, Numero 16, 2021, Pagina/e 389-401, ISSN 1556-6013
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2020.3013200

Coded Caching in a Multi-Server System With Random Topology

Autori: Nitish Mital, Deniz Gunduz, Cong Ling
Pubblicato in: IEEE Transactions on Communications, Numero 68/8, 2020, Pagina/e 4620-4631, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2020.2991460

Blind Federated Edge Learning

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

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

Autori: Tze-Yang Tung, Deniz Gunduz
Pubblicato in: IEEE Communications Letters, Numero 22/12, 2018, Pagina/e 2451-2454, ISSN 1089-7798
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2018.2877316

Bivariate Polynomial Coding for Efficient Distributed Matrix Multiplication

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

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

Autori: Mohammad Mohammadi Amiri, Deniz Gunduz
Pubblicato in: IEEE Transactions on Communications, Numero 65/2, 2017, Pagina/e 806-815, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2016.2638841

Information Transmission Bounds Between Moving Terminals

Autori: Omar J. Faqir, Eric C. Kerrigan, Deniz Gunduz
Pubblicato in: IEEE Communications Letters, Numero 24/7, 2020, Pagina/e 1410-1413, ISSN 1089-7798
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2020.2967040

Channel-Adaptive Wireless Image Transmission with OFDM

Autori: Haotian Wu; Yulin Shao; Krystian Mikolajczyk; Deniz Gunduz
Pubblicato in: IEEE Wireless Communications Letters, Numero 1, 2022, ISSN 2162-2345
Editore: IEEE
DOI: 10.1109/lwc.2022.3204837

Federated mmWave Beam Selection Utilizing LIDAR Data

Autori: Mahdi Boloursaz Mashhadi; Mikolaj Jankowski; Tze-Yang Tung; Szymon Kobus; Deniz Gunduz
Pubblicato in: IEEE Wireless Communications Letters, Numero 10/10, 2021, ISSN 2162-2337
Editore: IEEE Communications Society
DOI: 10.1109/lwc.2021.3099136

Centralized Caching and Delivery of Correlated Contents Over Gaussian Broadcast Channels

Autori: Qianqian Yang, Parisa Hassanzadeh, Deniz Gunduz, Elza Erkip
Pubblicato in: IEEE Transactions on Communications, Numero 68/1, 2020, Pagina/e 122-136, ISSN 0090-6778
Editore: 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

Autori: Mohammad Mohammadi Amiri; Deniz Gunduz; Sanjeev R. Kulkarni; H. Vincent Poor
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 20/6, 2021, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2001.10402

Privacy-Aware Distributed Hypothesis Testing

Autori: Sreejith Sreekumar, Asaf Cohen, Deniz Gündüz
Pubblicato in: Entropy, Numero 22/6, 2020, Pagina/e 665, ISSN 1099-4300
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e22060665

Data Disclosure Under Perfect Sample Privacy

Autori: Borzoo Rassouli, Fernando E. Rosas, Deniz Gunduz
Pubblicato in: IEEE Transactions on Information Forensics and Security, Numero 15, 2020, Pagina/e 2012-2025, ISSN 1556-6013
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2019.2954652

Distributed Learning in Wireless Networks: Recent Progress and Future Challenges

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

Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback

Autori: Mahdi Boloursaz Mashhadi, Qianqian Yang, Deniz Gunduz
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 20/4, 2021, Pagina/e 2621-2633, ISSN 1536-1276
Editore: 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

Autori: Mahdi Boloursaz Mashhadi; Deniz Gunduz
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 20/10, 2021, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2006.11796

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

Autori: Nitish Mital; Katina Kralevska; Cong Ling; Deniz Gunduz
Pubblicato in: IEEE Journal on Selected Areas in Information Theory, Numero 2/4, 2021, ISSN 2641-8770
Editore: IEEE
DOI: 10.1109/jsait.2021.3126588

Convergence of Federated Learning over a Noisy Downlink

Autori: Mohammad Mohammadi Amiri; Deniz Gunduz; Sanjeev R. Kulkarni; H. Vincent Poor
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 21, 2022, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2021.3103874

Distributed Hypothesis Testing Over Discrete Memoryless Channels

Autori: Sreejith Sreekumar, Deniz Gunduz
Pubblicato in: IEEE Transactions on Information Theory, Numero 66/4, 2020, Pagina/e 2044-2066, ISSN 0018-9448
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2019.2953750

Coded Distributed Computing with Partial Recovery

Autori: Emre Ozfatura; Sennur Ulukus; Deniz Gunduz
Pubblicato in: IEEE Transactions on Information Theory, Numero 22, 2022, ISSN 0018-9448
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2021.3133791

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

Autori: Junlin Zhao, Mohammad Mohammadi Amiri, Deniz Gunduz
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 19/11, 2020, Pagina/e 7484-7497, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3012016

Content Caching and Delivery in Wireless Radio Access Networks

Autori: Meixia Tao, Deniz Gunduz, Fan Xu, Joan S. Pujol Roig
Pubblicato in: IEEE Transactions on Communications, Numero 67/7, 2019, Pagina/e 4724-4749, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2019.2912384

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

Autori: Qianqian Yang; Mohammad Mohammadi Amiri; Deniz Gunduz
Pubblicato in: IEEE Transactions on Communications, Numero 28, 2019, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.1808.04835

Cache-Aided Content Delivery Over Erasure Broadcast Channels

Autori: Mohammad Mohammadi Amiri, Deniz Gunduz
Pubblicato in: IEEE Transactions on Communications, Numero 66/1, 2018, Pagina/e 370-381, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2017.2751608

Computation Scheduling for Distributed Machine Learning With Straggling Workers

Autori: Mohammad Mohammadi Amiri, Deniz Gunduz
Pubblicato in: IEEE Transactions on Signal Processing, Numero 67/24, 2019, Pagina/e 6270-6284, ISSN 1053-587X
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2019.2952051

Machine Learning in the Air

Autori: Deniz Gunduz, Paul de Kerret, Nicholas D. Sidiropoulos, David Gesbert, Chandra R. Murthy, Mihaela van der Schaar
Pubblicato in: IEEE Journal on Selected Areas in Communications, Numero 37/10, 2019, Pagina/e 2184-2199, ISSN 0733-8716
Editore: 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

Autori: Mohammad Mohammadi Amiri, Deniz Gunduz
Pubblicato in: IEEE Transactions on Signal Processing, Numero 68, 2020, Pagina/e 2155-2169, ISSN 1053-587X
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2020.2981904

Secure distributed matrix computation with discrete fourier transform

Autori: Nitish Mital; Cong Ling; Deniz Gunduz
Pubblicato in: IEEE Transactions on Information Theory, Numero 68/7, 2022, ISSN 0018-9448
Editore: 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

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

Deep Joint Source-Channel Coding for Wireless Image Transmission

Autori: Eirina Bourtsoulatze, David Burth Kurka, Deniz Gunduz
Pubblicato in: IEEE Transactions on Cognitive Communications and Networking, Numero 5/3, 2019, Pagina/e 567-579, ISSN 2332-7731
Editore: IEEE
DOI: 10.1109/tccn.2019.2919300

Communicate to Learn at the Edge

Autori: Deniz Gunduz, David Burth Kurka, Mikolaj Jankowski, Mohammad Mohammadi Amiri, Emre Ozfatura, Sreejith Sreekumar
Pubblicato in: IEEE Communications Magazine, Numero 58/12, 2020, Pagina/e 14-19, ISSN 0163-6804
Editore: 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

Autori: Guangxu Zhu, Yuqing Du, Deniz Gunduz, Kaibin Huang
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 20/3, 2021, Pagina/e 2120-2135, ISSN 1536-1276
Editore: 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

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

DeepWiVe: Deep-Learning-Aided Wireless Video Transmission

Autori: Tze-Yang Tung; Deniz Gunduz
Pubblicato in: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, Numero 13, 2022, ISSN 0733-8716
Editore: 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

Autori: Yonathan Murin, Yonatan Kaspi, Ron Dabora, Deniz Gunduz
Pubblicato in: IEEE Transactions on Information Theory, 2017, Pagina/e 1-1, ISSN 0018-9448
Editore: 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

Autori: Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz
Pubblicato in: IEEE Transactions on Communications, Numero 65/12, 2017, Pagina/e 5429-5444, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2017.2747541

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

Autori: Morteza Varasteh, Borzoo Rassouli, Osvaldo Simeone, Deniz Gunduz
Pubblicato in: IEEE Transactions on Information Theory, Numero 64/2, 2018, Pagina/e 1241-1261, ISSN 0018-9448
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2017.2719708

Mobility and Popularity-Aware Coded Small-Cell Caching

Autori: Emre Ozfatura, Deniz Gunduz
Pubblicato in: IEEE Communications Letters, Numero 22/2, 2018, Pagina/e 288-291, ISSN 1089-7798
Editore: 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

Autori: Mehdi Salehi Heydar Abad, Ozgur Ercetin, Deniz Gunduz
Pubblicato in: IEEE Transactions on Green Communications and Networking, Numero 2/1, 2018, Pagina/e 114-126, ISSN 2473-2400
Editore: IEEE
DOI: 10.1109/TGCN.2017.2766173

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

Autori: Erman Koken, Deniz Gunduz, Ertem Tuncel
Pubblicato in: IEEE Transactions on Information Theory, Numero 63/2, 2017, Pagina/e 1227-1236, ISSN 0018-9448
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2016.2634578

Decentralized Caching and Coded Delivery With Distinct Cache Capacities

Autori: Mohammad Mohammadi Amiri, Qianqian Yang, Deniz Gunduz
Pubblicato in: IEEE Transactions on Communications, Numero 65/11, 2017, Pagina/e 4657-4669, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2017.2734767

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

Autori: B. N. Bharath, K. G. Nagananda, D. Gunduz, H. Vincent Poor
Pubblicato in: IEEE Transactions on Communications, Numero 66/9, 2018, Pagina/e 3837-3847, ISSN 0090-6778
Editore: 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

Autori: Basak Guler, Deniz Gunduz, Aylin Yener
Pubblicato in: IEEE Transactions on Information Theory, Numero 64/9, 2018, Pagina/e 6081-6097, ISSN 0018-9448
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2018.2844833

Coded Caching and Content Delivery With Heterogeneous Distortion Requirements

Autori: Qianqian Yang, Deniz Gunduz
Pubblicato in: IEEE Transactions on Information Theory, Numero 64/6, 2018, Pagina/e 4347-4364, ISSN 0018-9448
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2018.2805331

A Reinforcement-Learning Approach to Proactive Caching in Wireless Networks

Autori: Samuel O. Somuyiwa, Andras Gyorgy, Deniz Gunduz
Pubblicato in: IEEE Journal on Selected Areas in Communications, Numero 36/6, 2018, Pagina/e 1331-1344, ISSN 0733-8716
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2018.2844985

Caching and Coded Delivery Over Gaussian Broadcast Channels for Energy Efficiency

Autori: Mohammad Mohammadi Amiri, Deniz Gunduz
Pubblicato in: IEEE Journal on Selected Areas in Communications, Numero 36/8, 2018, Pagina/e 1706-1720, ISSN 0733-8716
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2018.2844623

Average Age of Information With Hybrid ARQ Under a Resource Constraint

Autori: Elif Tugce Ceran, Deniz Gunduz, Andras Gyorgy
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 18/3, 2019, Pagina/e 1900-1913, ISSN 1536-1276
Editore: 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

Autori: Muhammad Zaid Hameed, Andras Gyorgy, Deniz Gunduz
Pubblicato in: IEEE Transactions on Information Forensics and Security, Numero 16, 2021, Pagina/e 1074-1087, ISSN 1556-6013
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2020.3025441

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

Autori: Petar Popovski; Osvaldo Simeone; Federico Boccardi; Deniz Gunduz; Onur Sahin
Pubblicato in: Journal of the Indian Institute of Science, Numero 38, 2020, ISSN 0970-4140
Editore: Springer
DOI: 10.1007/s41745-020-00165-6

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

Autori: David Burth Kurka, Deniz Gunduz
Pubblicato in: IEEE Journal on Selected Areas in Information Theory, Numero 1/1, 2020, Pagina/e 178-193, ISSN 2641-8770
Editore: IEEE
DOI: 10.1109/jsait.2020.2987203

Smart Meter Privacy With Renewable Energy and an Energy Storage Device

Autori: Giulio Giaconi, Deniz Gunduz, H. Vincent Poor
Pubblicato in: IEEE Transactions on Information Forensics and Security, Numero 13/1, 2018, Pagina/e 129-142, ISSN 1556-6013
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tifs.2017.2744601

Wireless Image Retrieval at the Edge

Autori: Mikolaj Jankowski; Deniz Gunduz; Krystian Mikolajczyk
Pubblicato in: IEEE Journal on Selected Areas in Communications, Numero 39/1, 2021, ISSN 0733-8716
Editore: 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

Autori: Shaan ul Haque; Siddharth Chandak; Federico Chiariotti; Deniz Gunduz; Petar Popovski
Pubblicato in: IEEE Communications Letters, Numero 1, 2022, ISSN 1089-7798
Editore: 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

Autori: Elif Tugce Ceran; Deniz Gunduz; András György
Pubblicato in: IEEE Journal on Selected Areas in Communications, Numero 18, 2021, ISSN 0733-8716
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2021.3065057

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

Autori: Elvina Gindullina; Leonardo Badia; Deniz Gunduz
Pubblicato in: IEEE Transactions on Green Communications and Networking, Numero 5/3, 2021, ISSN 2473-2400
Editore: IEEE
DOI: 10.1109/tgcn.2021.3092272

Bivariate Polynomial Codes for Secure Distributed Matrix Multiplication

Autori: Burak Hasırcıoğlu; Jesús Gómez Vilardebò; Deniz Gunduz
Pubblicato in: IEEE Journal on Selected Areas in Communications, Numero 11, 2022, ISSN 0733-8716
Editore: 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

Autori: Junlin Zhao, Deniz Gunduz, Osvaldo Simeone, David Gomez-Barquero
Pubblicato in: IEEE Transactions on Broadcasting, Numero 66/2, 2020, Pagina/e 216-228, ISSN 0018-9316
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tbc.2019.2932339

A Learning Aided Flexible Gradient Descent Approach to MISO Beamforming

Autori: Zhixiong Yang; Jing-Yuan Xia; Junshan Luo; Shuanghui Zhang; Deniz Gunduz
Pubblicato in: IEEE Wireless Communications Letters, Numero 11/9, 2022, ISSN 2162-2337
Editore: IEEE Communications Society
DOI: 10.1109/lwc.2022.3186160

Mobility-Aware Coded Storage and Delivery

Autori: Emre Ozfatura, Deniz Gunduz
Pubblicato in: IEEE Transactions on Communications, Numero 68/6, 2020, Pagina/e 3275-3285, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2020.2981454

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

Autori: Emre Ozfatura; Sennur Ulukus; Deniz Gunduz
Pubblicato in: Entropy, Numero 21, 2020, ISSN 1099-4300
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e22050544

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

Autori: David Burth Kurka; Deniz Gunduz
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 20/12, 2021, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2021.3090048

Polar Codes and Polar Lattices for the Heegard–Berger Problem

Autori: Jinwen Shi, Ling Liu, Deniz Gunduz, Cong Ling
Pubblicato in: IEEE Transactions on Communications, Numero 66/9, 2018, Pagina/e 3760-3771, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2018.2832618

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

Autori: Emre Ozfatura; Deniz Gunduz
Pubblicato in: IEEE Transactions on Information Theory, Numero 54, 2022, ISSN 0018-9448
Editore: 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

Autori: Mohammad Malekzadeh; Anastasia Borovykh; Deniz Gunduz
Pubblicato in: Proceedings of the 2021 ACM SIGSAC Conference on Computer and Communications Security, Numero 30, 2021
Editore: ACM
DOI: 10.1145/3460120.3484533

Diritti di proprietà intellettuale

Joint source channel coding of information sources using neural networks

Numero candidatura/pubblicazione: 20 1813353
Data: 2018-08-15
Candidato/i: IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE

JOINT SOURCE CHANNEL CODING BASED ON CHANNEL CAPACITY USING NEURAL NETWORKS

Numero candidatura/pubblicazione: 19 758462
Data: 2019-08-14
Candidato/i: IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE

JOINT SOURCE CHANNEL CODING FOR NOISY CHANNELS USING NEURAL NETWORKS

Numero candidatura/pubblicazione: 19 758460
Data: 2019-08-14
Candidato/i: IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE

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