FOG-aided wireless networks for communication, cacHing and cOmputing: theoRetical and algorithmic fouNdations

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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

Information-Theoretic Generalization Bounds for Meta-Learning and Applications

Autori: Sharu Theresa Jose, Osvaldo Simeone
Pubblicato in: Entropy, Numero 23/1, 2021, Pagina/e 126, ISSN 1099-4300
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e23010126

Neuromorphic Integrated Sensing and Communications

Autori: Jiechen Chen; Nicolas Skatchkovsky; Osvaldo Simeone
Pubblicato in: Chen , J , Skatchkovsky , N & Simeone , O 2023 , ' Neuromorphic Integrated Sensing and Communications ' , IEEE Wireless Communications Letters , vol. 12 , no. 3 , pp. 476-480 . https://doi.org/10.1109/LWC.2022.3231388, Numero 24, 2023, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.48550/arxiv.2209.11891

Spiking Neural Networks—Part III: Neuromorphic Communications

Autori: Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Pubblicato in: IEEE Communications Letters, Numero 25/6, 2021, Pagina/e 1746-1750, ISSN 1089-7798
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2021.3050212

Compressed Particle-Based Federated Bayesian Learning and Unlearning

Autori: Jinu Gong; Osvaldo Simeone; Joonhyuk Kang
Pubblicato in: Gong , J , Simeone , O & Kang , J 2023 , ' Compressed Particle-Based Federated Bayesian Learning and Unlearning ' , IEEE COMMUNICATIONS LETTERS , vol. 27 , no. 2 , pp. 556-560 . https://doi.org/10.1109/LCOMM.2022.3223655, Numero 37, 2023, ISSN 1089-7798
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2022.3223655

Transfer Meta-Learning: Information-Theoretic Bounds and Information Meta-Risk Minimization

Autori: Sharu Theresa Jose, Osvaldo Simeone, Giuseppe Durisi
Pubblicato in: IEEE Transactions on Information Theory, 2021, Pagina/e 1-1, ISSN 0018-9448
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tit.2021.3119605

Learning to Demodulate From Few Pilots via Offline and Online Meta-Learning

Autori: Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang
Pubblicato in: IEEE Transactions on Signal Processing, Numero 69, 2021, Pagina/e 226-239, ISSN 1053-587X
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tsp.2020.3043879

Coded Computing and Cooperative Transmission for Wireless Distributed Matrix Multiplication

Autori: Kuikui Li, Meixia Tao, Jingjing Zhang, Osvaldo Simeone
Pubblicato in: IEEE Transactions on Communications, Numero 69/4, 2021, Pagina/e 2224-2239, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcomm.2021.3053018

Spiking Neural Networks—Part II: Detecting Spatio-Temporal Patterns

Autori: Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Pubblicato in: IEEE Communications Letters, Numero 25/6, 2021, Pagina/e 1741-1745, ISSN 1089-7798
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2021.3050242

Information-Centric Grant-Free Access for IoT Fog Networks: Edge vs. Cloud Detection and Learning

Autori: Rahif Kassab, Osvaldo Simeone, Petar Popovski
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 19/10, 2020, Pagina/e 6347-6361, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2020.3002782

Channel-Driven Monte Carlo Sampling for Bayesian Distributed Learning in Wireless Data Centers

Autori: Dongzhu Liu, Osvaldo Simeone
Pubblicato in: IEEE Journal on Selected Areas in Communications, 2021, Pagina/e 1-1, ISSN 0733-8716
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2021.3118406

Collaborative Cloud and Edge Mobile Computing in C-RAN Systems With Minimal End-to-End Latency

Autori: Seok-Hwan Park, Seongah Jeong, Jinyeop Na, Osvaldo Simeone, Shlomo Shamai
Pubblicato in: IEEE Transactions on Signal and Information Processing over Networks, Numero 7, 2021, Pagina/e 259-274, ISSN 2373-776X
Editore: IEEE
DOI: 10.1109/tsipn.2021.3070712

Memristors—From In‐Memory Computing, Deep Learning Acceleration, and Spiking Neural Networks to the Future of Neuromorphic and Bio‐Inspired Computing

Autori: Adnan Mehonic, Abu Sebastian, Bipin Rajendran, Osvaldo Simeone, Eleni Vasilaki, Anthony J. Kenyon
Pubblicato in: Advanced Intelligent Systems, Numero 2/11, 2020, Pagina/e 2000085, ISSN 2640-4567
Editore: Wiley
DOI: 10.1002/aisy.202000085

Minimizing Latency to Support VR Social Interactions Over Wireless Cellular Systems via Bandwidth Allocation

Autori: Jihong Park, Petar Popovski, Osvaldo Simeone
Pubblicato in: IEEE Wireless Communications Letters, Numero 7/5, 2018, Pagina/e 776-779, ISSN 2162-2337
Editore: IEEE Communications Society
DOI: 10.1109/LWC.2018.2823761

Control-Data Separation With Decentralized Edge Control in Fog-Assisted Uplink Communications

Autori: Jinkyu Kang, Osvaldo Simeone, Joonhyuk Kang, Shlomo Shamai Shitz
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 17/6, 2018, Pagina/e 3686-3696, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TWC.2018.2813363

Non-Orthogonal eMBB-URLLC Radio Access for Cloud Radio Access Networks with Analog Fronthauling

Autori: Andrea Matera, Rahif Kassab, Osvaldo Simeone, Umberto Spagnolini
Pubblicato in: Entropy, Numero 20/9, 2018, Pagina/e 661, ISSN 1099-4300
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e20090661

Fog-Aided Wireless Networks for Content Delivery: Fundamental Latency Tradeoffs

Autori: Avik Sengupta, Ravi Tandon, Osvaldo Simeone
Pubblicato in: IEEE Transactions on Information Theory, Numero 63/10, 2017, Pagina/e 6650-6678, ISSN 0018-9448
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2017.2735962

Online Edge Caching and Wireless Delivery in Fog-Aided Networks With Dynamic Content Popularity

Autori: Seyyed Mohammadreza Azimi, Osvaldo Simeone, Avik Sengupta, Ravi Tandon
Pubblicato in: IEEE Journal on Selected Areas in Communications, Numero 36/6, 2018, Pagina/e 1189-1202, ISSN 0733-8716
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSAC.2018.2844961

Optimization of Massive Full-Dimensional MIMO for Positioning and Communication

Autori: Seongah Jeong, Osvaldo Simeone, Joonhyuk Kang
Pubblicato in: IEEE Transactions on Wireless Communications, Numero 17/9, 2018, Pagina/e 6205-6217, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TWC.2018.2855167

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

Coded Computation Against Processing Delays for Virtualized Cloud-Based Channel Decoding

Autori: Malihe Aliasgari, Jorg Kliewer, Osvaldo Simeone
Pubblicato in: IEEE Transactions on Communications, 2018, Pagina/e 1-1, ISSN 0090-6778
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TCOMM.2018.2869791

Multi-Tenant C-RAN With Spectrum Pooling: Downlink Optimization Under Privacy Constraints

Autori: Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai
Pubblicato in: IEEE Transactions on Vehicular Technology, Numero 67/11, 2018, Pagina/e 10492-10503, ISSN 0018-9545
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TVT.2018.2865599

Reliable and Low-Latency Fronthaul for Tactile Internet Applications

Autori: Ghizlane Mountaser, Toktam Mahmoodi, Osvaldo Simeone
Pubblicato in: IEEE Journal on Selected Areas in Communications, Numero 36/11, 2018, Pagina/e 2455-2463, ISSN 0733-8716
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSAC.2018.2872299

Soft-TTL: Time-Varying Fractional Caching

Autori: Jasper Goseling, Osvaldo Simeone
Pubblicato in: IEEE Networking Letters, 2019, Pagina/e 1-1, ISSN 2576-3156
Editore: IEEE
DOI: 10.1109/LNET.2018.2883245

Optimizing Pipelined Computation and Communication for Latency-Constrained Edge Learning

Autori: Nicolas Skatchkovsky, Osvaldo Simeone
Pubblicato in: IEEE Communications Letters, Numero 23/9, 2019, Pagina/e 1542-1546, ISSN 1089-7798
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2019.2922658

An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications

Autori: Hyeryung Jang, Osvaldo Simeone, Brian Gardner, Andre Gruning
Pubblicato in: IEEE Signal Processing Magazine, Numero 36/6, 2019, Pagina/e 64-77, ISSN 1053-5888
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/msp.2019.2935234

Fundamental Limits of Cloud and Cache-Aided Interference Management With Multi-Antenna Edge Nodes

Autori: Jingjing Zhang, Osvaldo Simeone
Pubblicato in: IEEE Transactions on Information Theory, Numero 65/8, 2019, Pagina/e 5197-5214, ISSN 0018-9448
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2019.2907552

Reliable Transmission of Short Packets Through Queues and Noisy Channels Under Latency and Peak-Age Violation Guarantees

Autori: Rahul Devassy, Giuseppe Durisi, Guido Carlo Ferrante, Osvaldo Simeone, Elif Uysal
Pubblicato in: IEEE Journal on Selected Areas in Communications, Numero 37/4, 2019, Pagina/e 721-734, ISSN 0733-8716
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSAC.2019.2898760

5G Wireless Network Slicing for eMBB, URLLC, and mMTC: A Communication-Theoretic View

Autori: Petar Popovski, Kasper Floe Trillingsgaard, Osvaldo Simeone, Giuseppe Durisi
Pubblicato in: IEEE Access, Numero 6, 2018, Pagina/e 55765-55779, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2018.2872781

Blind Sparse Estimation of Intermittent Sources Over Unknown Fading Channels

Autori: Annan Dong, Osvaldo Simeone, Alexander M. Haimovich, Jason A. Dabin
Pubblicato in: IEEE Transactions on Vehicular Technology, Numero 68/10, 2019, Pagina/e 9861-9871, ISSN 0018-9545
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tvt.2019.2933996

A Very Brief Introduction to Machine Learning With Applications to Communication Systems

Autori: Osvaldo Simeone
Pubblicato in: IEEE Transactions on Cognitive Communications and Networking, Numero 4/4, 2018, Pagina/e 648-664, ISSN 2332-7731
Editore: IEEE
DOI: 10.1109/TCCN.2018.2881442

Non-Orthogonal Multiplexing of Ultra-Reliable and Broadband Services in Fog-Radio Architectures

Autori: Rahif Kassab, Osvaldo Simeone, Petar Popovski, Toufiqul Islam
Pubblicato in: IEEE Access, Numero 7, 2019, Pagina/e 13035-13049, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2019.2893128

Online Reinforcement Learning of X-Haul Content Delivery Mode in Fog Radio Access Networks

Autori: Jihwan Moon, Osvaldo Simeone, Seok-Hwan Park, Inkyu Lee
Pubblicato in: IEEE Signal Processing Letters, Numero 26/10, 2019, Pagina/e 1451-1455, ISSN 1070-9908
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lsp.2019.2932193

Robust Baseband Compression Against Congestion in Packet-Based Fronthaul Networks Using Multiple Description Coding

Autori: Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai (Shitz)
Pubblicato in: Entropy, Numero 21/4, 2019, Pagina/e 433, ISSN 1099-4300
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/e21040433

On Model Coding for Distributed Inference and Transmission in Mobile Edge Computing Systems

Autori: Jingjing Zhang, Osvaldo Simeone
Pubblicato in: IEEE Communications Letters, Numero 23/6, 2019, Pagina/e 1065-1068, ISSN 1089-7798
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2019.2911496

A Brief Introduction to Machine Learning for Engineers

Autori: Osvaldo Simeone
Pubblicato in: Foundations and Trends® in Signal Processing, Numero 12/3-4, 2018, Pagina/e 200-431, ISSN 1932-8346
Editore: Now Publishers Inc.
DOI: 10.1561/2000000102

Online Supervised Learning for Traffic Load Prediction in Framed-ALOHA Networks

Autori: Nan Jiang, Yansha Deng, Osvaldo Simeone, Arumugam Nallanathan
Pubblicato in: IEEE Communications Letters, Numero 23/10, 2019, Pagina/e 1778-1782, ISSN 1089-7798
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/LCOMM.2019.2931693

LAGC: Lazily Aggregated Gradient Coding for Straggler-Tolerant and Communication-Efficient Distributed Learning

Autori: Jingjing Zhang, Osvaldo Simeone
Pubblicato in: IEEE Transactions on Neural Networks and Learning Systems, 2020, Pagina/e 1-13, ISSN 2162-237X
Editore: IEEE Computational Intelligence Society
DOI: 10.1109/tnnls.2020.2979762

Reconfigurable Intelligent Surfaces vs. Relaying: Differences, Similarities, and Performance Comparison

Autori: M. Di Renzo, K. Ntontin, J. Song, F. H. Danufane, X. Qian, F. Lazarakis, J. de Rosny, D.-T. Phan-Huy, O. Simeone, R. Zhang, M. Debbah, G. Lerosey, M. Fink, S. Tretyakov, S. Shamai
Pubblicato in: IEEE Open Journal of the Communications Society, 2020, Pagina/e 1-1, ISSN 2644-125X
Editore: IEEE
DOI: 10.1109/ojcoms.2020.3002955

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, 2017, Pagina/e 1-1, ISSN 0018-9448
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TIT.2017.2719708

Mobile Edge Computing via a UAV-Mounted Cloudlet: Optimization of Bit Allocation and Path Planning

Autori: Seongah Jeong, Osvaldo Simeone, Joonhyuk Kang
Pubblicato in: IEEE Transactions on Vehicular Technology, 2017, Pagina/e 1-1, ISSN 0018-9545
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/TVT.2017.2706308

Federated Learning Over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis

Autori: Hong Xing, Osvaldo Simeone, Suzhi Bi
Pubblicato in: IEEE Journal on Selected Areas in Communications, Numero 39/12, 2021, Pagina/e 3723-3741, ISSN 0733-8716
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2021.3118400

Spiking Neural Networks—Part I: Detecting Spatial Patterns

Autori: Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
Pubblicato in: IEEE Communications Letters, Numero 25/6, 2021, Pagina/e 1736-1740, ISSN 1089-7798
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lcomm.2021.3050207

Free Energy Minimization: A Unified Framework for Modeling, Inference, Learning, and Optimization [Lecture Notes]

Autori: Sharu Theresa Jose, Osvaldo Simeone
Pubblicato in: IEEE Signal Processing Magazine, Numero 38/2, 2021, Pagina/e 120-125, ISSN 1053-5888
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/msp.2020.3041414

Joint Design of Radar Waveform and Detector via End-to-end Learning with Waveform Constraints

Autori: Wei Jiang, Alexander M. Haimovich, Osvaldo Simeone
Pubblicato in: IEEE Transactions on Aerospace and Electronic Systems, 2021, Pagina/e 1-1, ISSN 0018-9251
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/taes.2021.3103560

An Information-Theoretic Analysis of the Cost of Decentralization for Learning and Inference under Privacy Constraints.

Autori: Sharu Theresa Jose; Osvaldo Simeone
Pubblicato in: Entropy; Volume 24; Numero 4; Pages: 485, Numero 17, 2023, ISSN 1099-4300
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.48550/arxiv.2110.05014

Privacy for Free: Wireless Federated Learning via Uncoded Transmission With Adaptive Power Control

Autori: Dongzhu Liu, Osvaldo Simeone
Pubblicato in: IEEE Journal on Selected Areas in Communications, Numero 39/1, 2021, Pagina/e 170-185, ISSN 0733-8716
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsac.2020.3036948

Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy

Autori: Dongzhu Liu; Osvaldo Simeone
Pubblicato in: Liu , D & Simeone , O 2022 , ' Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy ' , IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS , pp. 1-1 . https://doi.org/10.1109/TWC.2022.3215663, Numero 3, 2023, ISSN 1536-1276
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/twc.2022.3215663

Conditional Mutual Information-Based Generalization Bound for Meta Learning

Autori: Arezou Rezazadeh, Sharu Theresa Jose, Giuseppe Durisi, Osvaldo Simeone
Pubblicato in: 2021 IEEE International Symposium on Information Theory (ISIT), 2021, Pagina/e 1176-1181, ISBN 978-1-5386-8209-8
Editore: IEEE
DOI: 10.1109/isit45174.2021.9518020

End-to-End Learning of Neuromorphic Wireless Systems for Low-Power Edge Artificial Intelligence

Autori: Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Pubblicato in: 2020 54th Asilomar Conference on Signals, Systems, and Computers, 2020, Pagina/e 166-173, ISBN 978-0-7381-3126-9
Editore: IEEE
DOI: 10.1109/ieeeconf51394.2020.9443351

Space Diversity-Based Grant-Free Random Access for Critical and Non-Critical IoT Services

Autori: Rahif Kassab, Osvaldo Simeone, Andrea Munari, Federico Clazzer
Pubblicato in: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020, Pagina/e 1-6, ISBN 978-1-7281-5089-5
Editore: IEEE
DOI: 10.1109/icc40277.2020.9148807

Meta-ViterbiNet: Online Meta-Learned Viterbi Equalization for Non-Stationary Channels

Autori: Tomer Raviv, Sangwoo Park, Nir Shlezinger, Osvaldo Simeone, Yonina C. Eldar, Joonhyuk Kang
Pubblicato in: 2021 IEEE International Conference on Communications Workshops (ICC Workshops), 2021, Pagina/e 1-6, ISBN 978-1-7281-9441-7
Editore: IEEE
DOI: 10.1109/iccworkshops50388.2021.9473693

Training Probabilistic Spiking Neural Networks with First- To-Spike Decoding

Autori: Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran
Pubblicato in: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, Pagina/e 2986-2990, ISBN 978-1-5386-4658-8
Editore: IEEE
DOI: 10.1109/ICASSP.2018.8462410

Information- Theoretic Analysis of D2D-Aided Pipelined Content Delivery in Fog-RAN

Autori: Roy Karasik, Osvaldo Simeone, Shlomo Shamai
Pubblicato in: 2018 15th International Symposium on Wireless Communication Systems (ISWCS), 2018, Pagina/e 1-5, ISBN 978-1-5386-5005-9
Editore: IEEE
DOI: 10.1109/ISWCS.2018.8491204

Fundamental Limits of Cloud and Cache-Aided Interference Management with Multi-Antenna Base Stations

Autori: Jingjing Zhang, Osvaldo Simeone
Pubblicato in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Pagina/e 1425-1429, ISBN 978-1-5386-4781-3
Editore: IEEE
DOI: 10.1109/ISIT.2018.8437538

Fundamental Latency Limits for D2D- Aided Content Delivery in Fog Wireless Networks

Autori: Roy Karasik, Osvaldo Simeone, Shlomo Shamai
Pubblicato in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Pagina/e 2461-2465, ISBN 978-1-5386-4781-3
Editore: IEEE
DOI: 10.1109/ISIT.2018.8437449

Delay and Peak-Age Violation Probability in Short-Packet Transmissions

Autori: Rahul Devassy, Giuseppe Durisi, Guido Carlo Ferrante, Oswaldo Simeone, Elif Uysal-Biyikoglu
Pubblicato in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Pagina/e 2471-2475, ISBN 978-1-5386-4781-3
Editore: IEEE
DOI: 10.1109/ISIT.2018.8437671

Adversarial Training for Probabilistic Spiking Neural Networks

Autori: Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran
Pubblicato in: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Pagina/e 1-5, ISBN 978-1-5386-3512-4
Editore: IEEE
DOI: 10.1109/SPAWC.2018.8446003

Optimizing Pilots and Analog Processing for Channel Estimation in Cell-Free Massive MIMO with One-Bit ADCs

Autori: Seok-Hwan Park, Osvaldo Simeone, Yonina C. Eldar, Elza Erkip
Pubblicato in: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Pagina/e 1-5, ISBN 978-1-5386-3512-4
Editore: IEEE
DOI: 10.1109/SPAWC.2018.8445960

Uplink sum-rate analysis of C-RAN with interconnected radio units

Autori: Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai
Pubblicato in: 2017 IEEE Information Theory Workshop (ITW), 2017, Pagina/e 171-175, ISBN 978-1-5090-3097-2
Editore: IEEE
DOI: 10.1109/ITW.2017.8277954

Cache-aided content delivery in fog-RAN systems with topological information and no CSI

Autori: Wei-Ting Chang, Ravi Tandon, Osvaldo Simeone
Pubblicato in: 2017 51st Asilomar Conference on Signals, Systems, and Computers, 2017, Pagina/e 526-530, ISBN 978-1-5386-1823-3
Editore: IEEE
DOI: 10.1109/ACSSC.2017.8335395

Delivery Latency Trade-Offs of Heterogeneous Contents in Fog Radio Access Networks

Autori: Jasper Goseling, Osvaldo Simeone, Petar Popovski
Pubblicato in: GLOBECOM 2017 - 2017 IEEE Global Communications Conference, 2017, Pagina/e 1-6, ISBN 978-1-5090-5019-2
Editore: IEEE
DOI: 10.1109/GLOCOM.2017.8254167

On the interplay between edge caching and HARQ in Fog-RAN

Autori: Igor Stanojev, Osvaldo Simeone
Pubblicato in: 2018 52nd Annual Conference on Information Sciences and Systems (CISS), 2018, Pagina/e 1-6, ISBN 978-1-5386-0579-0
Editore: IEEE
DOI: 10.1109/CISS.2018.8362191

Optimizing Spectrum Pooling for Multi-Tenant C-RAN Under Privacy Constraints

Autori: Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai Shitz
Pubblicato in: 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2018, Pagina/e 1-5, ISBN 978-1-5386-3512-4
Editore: IEEE
DOI: 10.1109/SPAWC.2018.8445885

Coded Computation Against Straggling Decoders for Network Function Virtualization

Autori: Malihe Aliasgari, Jorg Kliewer, Osvaldo Simeone
Pubblicato in: 2018 IEEE International Symposium on Information Theory (ISIT), 2018, Pagina/e 711-715, ISBN 978-1-5386-4781-3
Editore: IEEE
DOI: 10.1109/ISIT.2018.8437525

Coded Federated Computing in Wireless Networks with Straggling Devices and Imperfect CSI

Autori: Sukjong Ha, Jingjing Zhang, Osvaldo Simeone, Joonhyuk Kang
Pubblicato in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Pagina/e 2649-2653, ISBN 978-1-5386-9291-2
Editore: IEEE
DOI: 10.1109/isit.2019.8849507

Cloud-Aided Interference Management with Cache-Enabled Edge Nodes and Users

Autori: Seyed Pooya Shariatpanahi, Jingjing Zhang, Osvaldo Simeone, Babak Hossein Khalaj, Mohammad-Ali Maddah-Ali
Pubblicato in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Pagina/e 737-741, ISBN 978-1-5386-9291-2
Editore: IEEE
DOI: 10.1109/isit.2019.8849688

Learning First-to-Spike Policies for Neuromorphic Control Using Policy Gradients

Autori: Bleema Rosenfeld, Osvaldo Simeone, Bipin Rajendran
Pubblicato in: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Pagina/e 1-5, ISBN 978-1-5386-6528-2
Editore: IEEE
DOI: 10.1109/spawc.2019.8815546

Learning How to Demodulate from Few Pilots via Meta-Learning

Autori: Sangwoo Park, Hyeryung Jang, Osvaldo Simeone, Joonhyuk Kang
Pubblicato in: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Pagina/e 1-5, ISBN 978-1-5386-6528-2
Editore: IEEE
DOI: 10.1109/spawc.2019.8815426

Training Dynamic Exponential Family Models with Causal and Lateral Dependencies for Generalized Neuromorphic Computing

Autori: Hyeryung Jang, Osvaldo Simeone
Pubblicato in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Pagina/e 3382-3386, ISBN 978-1-4799-8131-1
Editore: IEEE
DOI: 10.1109/icassp.2019.8682960

Improved Latency-communication Trade-off for Map-shuffle-reduce Systems with Stragglers

Autori: Jingjing Zhang, Osvaldo Simeone
Pubblicato in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Pagina/e 8172-8176, ISBN 978-1-4799-8131-1
Editore: IEEE
DOI: 10.1109/icassp.2019.8682404

Confidential Communication in C-RAN Systems with Infrastructure Sharing

Autori: Michael Zeyde, Osvaldo Sineone, Shlomo Shamai Shitz
Pubblicato in: 2018 IEEE International Conference on the Science of Electrical Engineering in Israel (ICSEE), 2018, Pagina/e 1-5, ISBN 978-1-5386-6378-3
Editore: IEEE
DOI: 10.1109/icsee.2018.8646217

Coexistence of URLLC and eMBB Services in the C-RAN Uplink: An Information-Theoretic Study

Autori: Rahif Kassab, Osvaldo Simeone, Petar Popovski
Pubblicato in: 2018 IEEE Global Communications Conference (GLOBECOM), 2018, Pagina/e 1-6, ISBN 978-1-5386-4727-1
Editore: IEEE
DOI: 10.1109/glocom.2018.8647460

Distributed and Private Coded Matrix Computation with Flexible Communication Load

Autori: Malihe Aliasgari, Osvaldo Simeone, Jorg Kliewer
Pubblicato in: 2019 IEEE International Symposium on Information Theory (ISIT), 2019, Pagina/e 1092-1096, ISBN 978-1-5386-9291-2
Editore: IEEE
DOI: 10.1109/isit.2019.8849606#

Wireless Map-Reduce Distributed Computing with Full-Duplex Radios and Imperfect CSI

Autori: Sukjong Ha, Jingjing Zhang, Osvaldo Simeone, Joonhyuk Kang
Pubblicato in: 2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2019, Pagina/e 1-5, ISBN 978-1-5386-6528-2
Editore: IEEE
DOI: 10.1109/spawc.2019.8815393

Cloud-Edge Non-Orthogonal Transmission for Fog Networks with Delayed CSI at the Cloud

Autori: Jingiing Zhang, Osvaldo Simeone
Pubblicato in: 2018 IEEE Information Theory Workshop (ITW), 2018, Pagina/e 1-5, ISBN 978-1-5386-3599-5
Editore: IEEE
DOI: 10.1109/itw.2018.8613526

Learning-based Physical Layer Communications for Multiagent Collaboration

Autori: Arsham Mostaani, Osvaldo Simeone, Symeon Chatzinotas, Bjorn Ottersten
Pubblicato in: 2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2019, Pagina/e 1-6, ISBN 978-1-5386-8110-7
Editore: IEEE
DOI: 10.1109/pimrc.2019.8904190

Federated Neuromorphic Learning of Spiking Neural Networks for Low-Power Edge Intelligence

Autori: Nicolas Skatchkovsky, Hyeryung Jang, Osvaldo Simeone
Pubblicato in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Pagina/e 8524-8528, ISBN 978-1-5090-6631-5
Editore: IEEE
DOI: 10.1109/icassp40776.2020.9053861

BiSNN: Training Spiking Neural Networks with Binary Weights via Bayesian Learning

Autori: Hyeryung Jang, Nicolas Skatchkovsky, Osvaldo Simeone
Pubblicato in: 2021 IEEE Data Science and Learning Workshop (DSLW), 2021, Pagina/e 1-6, ISBN 978-1-6654-2825-5
Editore: IEEE
DOI: 10.1109/dslw51110.2021.9523415

Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks

Autori: Roberto G. Pacheco, Rodrigo S. Couto, Osvaldo Simeone
Pubblicato in: ICC 2021 - IEEE International Conference on Communications, 2021, Pagina/e 1-6, ISBN 978-1-7281-7122-7
Editore: IEEE
DOI: 10.1109/icc42927.2021.9500760

An Information-Theoretic Analysis of the Impact of Task Similarity on Meta-Learning

Autori: Sharu Theresa Jose, Osvaldo Simeone
Pubblicato in: 2021 IEEE International Symposium on Information Theory (ISIT), 2021, Pagina/e 1534-1539, ISBN 978-1-5386-8209-8
Editore: IEEE
DOI: 10.1109/isit45174.2021.9517767

Fog-Based Detection for Random-Access IoT Networks with Per-Measurement Preambles

Autori: Rahif Kassab, Osvaldo Simeone, Petar Popovski
Pubblicato in: 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020, Pagina/e 1-5, ISBN 978-1-7281-5478-7
Editore: IEEE
DOI: 10.1109/spawc48557.2020.9154262

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