Search results

• 2024

  Bayesian Optimization With Formal Safety Guarantees via Online Conformal Prediction

  Zhang, Y., Park, S. & Simeone, O., 3 Jul 2024, (E-pub ahead of print) In: Ieee Journal Of Selected Topics In Signal Processing. p. 1-15 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Accident Prevention 100%
  • Constraint Function 33%
  • Engineering 16%
  • Fields 16%
  • Experimental Result 16%
  1 Citation (Scopus)

  19 Downloads (Pure)

• Cross-frequency cortex-muscle interactions are abnormal in young people with dystonia

  Guo, Z., Lin, J. P., Simeone, O., Mills, K. R., Cvetkovic, Z. & McClelland, V. M., 2024, In: Brain Communications. 6, 2, fcae061.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Dystonia 100%
  • Electromyography 57%
  • Electroencephalography 57%
  • Cerebral Palsy 28%
  • Communication 14%
  22 Downloads (Pure)

• Federated Inference With Reliable Uncertainty Quantification Over Wireless Channels via Conformal Prediction

  Zhu, M., Zecchin, M., Park, S., Guo, C., Feng, C. & Simeone, O., 29 Jan 2024, In: IEEE Transactions on Signal Processing. 72, p. 1235-1250 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Wireless Channel 100%
  • Conformal Prediction 100%
  • Communication Resource 12%
  • Statistical Information 12%
  • Pre-Trained Model 12%
  24 Downloads (Pure)

• Forking Uncertainties: Reliable Prediction and Model Predictive Control With Sequence Models via Conformal Risk Control

  Zecchin, M., Park, S. & Simeone, O., 2024, In: IEEE Journal on Selected Areas in Information Theory. 5, p. 44-61 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sequence Model 100%
  • Predictive Model 100%
  • Use Case 16%
  • Real-World Problem 16%
  • Closed-Loop Control 16%
  26 Downloads (Pure)

• Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees

  Chen, J., Park, S. & Simeone, O., Jul 2024, In: Ieee Journal Of Selected Topics In Signal Processing. p. 1-15 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Neural Network 100%
  • Classifier 100%
  • Conformal Prediction 42%
  • Neural Network Model 14%
  • Training Phase 14%
  1 Citation (Scopus)

  69 Downloads (Pure)
• 2023

  A Bayesian Framework for Digital Twin-Based Control, Monitoring, and Data Collection in Wireless Systems

  Ruah, C., Simeone, O. & Al-Hashimi, B., 1 Oct 2023, In: IEEE Journal on Selected Areas in Communications. 41, 10, p. 3146-3160 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Wireless System 100%
  • Digital Twin 100%
  • Anomaly Detection 11%
  • Aerospace 11%
  • Test Algorithm 11%
  10 Citations (Scopus)

  39 Downloads (Pure)

• Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management

  Zhang, Y., Simeone, O., Jose, S. T., Maggi, L. & Valcarce, A., 1 Oct 2023, In: IEEE Transactions on Cognitive Communications and Networking. 9, 5, p. 1282-1295 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Radio Resource Management 100%
  • Meta-Learning 100%
  • Algorithms 33%
  • Statistics 33%
  • Network Configuration 33%
  6 Citations (Scopus)

  41 Downloads (Pure)

• Calibrating AI Models for Wireless Communications via Conformal Prediction

  Cohen, K. M., Park, S., Simeone, O. & Shamai, S., 25 Sept 2023, (E-pub ahead of print) In: IEEE Transactions on Machine Learning in Communications and Networking.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Wireless Communication 100%
  • Conformal Prediction 100%
  • Artificial Intelligence Model 100%
  • Probability Theory 28%
  • Channels 25%

• Compressed Particle-Based Federated Bayesian Learning and Unlearning

  Gong, J., Simeone, O. & Kang, J., 1 Feb 2023, In: IEEE COMMUNICATIONS LETTERS. 27, 2, p. 556-560 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Bayesian Learning 100%
  • Federated Learning 100%
  • Experimental Result 100%
  • Model Parameter 100%
  • Communication Overhead 16%
  4 Citations (Scopus)

  40 Downloads (Pure)

• Guaranteed Dynamic Scheduling of Ultra-Reliable Low-Latency Traffic via Conformal Prediction

  Cohen, K. M., Park, S., Simeone, O., Popovski, P. & Shamai, S., 2023, In: IEEE SIGNAL PROCESSING LETTERS. 30, p. 473-477 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Communication Latency 100%
  • Conformal Prediction 100%
  • Packet Traffic 42%
  • Scheduler 14%
  • Allocating Resource 14%
  2 Citations (Scopus)

  50 Downloads (Pure)

• Information Bottleneck-Inspired Type Based Multiple Access for Remote Estimation in IoT Systems

  Zhu, M., Feng, C., Guo, C., Jiang, N. & Simeone, O., 2023, In: IEEE SIGNAL PROCESSING LETTERS. 30, p. 403-407 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Estimation 100%
  • Codeword 33%
  • Code Book 33%
  • Channels 22%
  • Maximum Likelihood 11%
  4 Citations (Scopus)

  45 Downloads (Pure)

• Network Topology Inference Based on Timing Meta-Data

  Du, W., Tan, T., Zhang, H., Cao, X., Yan, G. & Simeone, O., 1 Jun 2023, In: IEEE Transactions on Communications. 71, 6, p. 3263-3273 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Network Topology 100%
  • Algorithms 66%
  • Acknowledgment Packet 66%
  • Links 33%
  • Wireless Networks 33%
  2 Citations (Scopus)

  26 Downloads (Pure)

• Neuromorphic Integrated Sensing and Communications

  Chen, J., Skatchkovsky, N. & Simeone, O., 1 Mar 2023, In: IEEE Wireless Communications Letters. 12, 3, p. 476-480 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Impulse 100%
  • Radar Target 100%
  • Neuromorphic Computing 100%
  • Trade 50%
  • Internet 50%
  11 Citations (Scopus)

  77 Downloads (Pure)

• Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference

  Chen, J., Skatchkovsky, N. & Simeone, O., 1 Apr 2023, In: IEEE Transactions on Cognitive Communications and Networking. 9, 2, p. 252-265 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Receiver 100%
  • Semantics 100%
  • Impulse 100%
  • Fading 100%
  • Cognition 100%
  22 Citations (Scopus)

  75 Downloads (Pure)

• Online Meta-Learning For Hybrid Model-Based Deep Receivers

  Raviv, T., Park, S., Simeone, O., Eldar, Y. C. & Shlezinger, N., 1 Oct 2023, In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 22, 10, p. 6415-6431 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Channels 100%
  • Meta-Learning 100%
  • Complex Environment 25%
  • Learning Scheme 25%
  • Dynamic Nature 25%
  18 Citations (Scopus)

  60 Downloads (Pure)

• Quantum Machine Learning for Distributed Quantum Protocols with Local Operations and Noisy Classical Communications

  Chittoor, H. H. S. & Simeone, O., 14 Dec 2023, (E-pub ahead of print) In: Entropy. 25, 2, 352.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Channels 100%
  • Quantum Machine Learning 100%
  • Distillation 100%
  • Communications 100%
  • Communication Protocol 50%
  1 Citation (Scopus)

• Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications

  Zecchin, M., Park, S., Simeone, O., Kountouris, M. & Gesbert, D., 1 Aug 2023, In: IEEE Transactions on Cognitive Communications and Networking. 9, 4, p. 897-912 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Bayesian Learning 100%
  • Learning System 100%
  • Misspecification 66%
  • Training 66%
  • Wireless Communication 60%
  6 Citations (Scopus)

  49 Downloads (Pure)
• 2022

  AI-Based Channel Prediction in D2D Links: An Empirical Validation

  Simmons, N., Ferreira Gomes, S. B., Yacoub, M. D., Simeone, O., Cotton, S. L. & Simmons, D. E., 2022, In: IEEE Access. 10, p. 65459-65472 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Recurrent 100%
  • Links 100%
  • Channels 100%
  • Gated Recurrent Unit 75%
  • Feedforward 66%
  12 Citations (Scopus)

  60 Downloads (Pure)

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

  Jose, S. T. & Simeone, O., Apr 2022, In: Entropy. 24, 4, 485.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Theoretic Analysis 100%
  • Federated Learning 100%
  • Supervised Learning 50%
  • Multiple Agents 50%
  • Learning Phase 50%

• An Introduction to Quantum Machine Learning for Engineers

  Simeone, O., 27 Jul 2022, In: Foundations and Trends in Signal Processing. 16, 1-2, p. 1-223 223 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Learning System 100%
  • Quantum Circuit 60%
  • Optimization 40%
  • Networks (Circuits) 20%
  • Linear Algebra 20%
  18 Citations (Scopus)

• Bayesian Active Meta-Learning for Reliable and Efficient AI-Based Demodulation

  Cohen, K. M., Park, S., Simeone, O. & Shamai, S., 11 Nov 2022, (E-pub ahead of print) In: IEEE Transactions on Signal Processing. 70, p. 5366-5380

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Meta-Learning 100%
  • Artificial Intelligence 100%
  • Frame 50%
  • Module 50%
  • Experiment 25%
  6 Citations (Scopus)

  29 Downloads (Pure)

• Bayesian continual learning via spiking neural networks

  Skatchkovsky, N., Jang, H. & Simeone, O., 16 Nov 2022, (E-pub ahead of print) In: Frontiers in Computational Neuroscience. 16

  Research output: Contribution to journal › Article › peer-review

  Open Access
  8 Citations (Scopus)

• Error-Mitigation-Aided Optimization of Parameterized Quantum Circuits: Convergence Analysis

  Jose, S. T. & Simeone, O., 16 Dec 2022, (E-pub ahead of print) In: IEEE Transactions on Quantum Engineering. 3, p. 1-19

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Error 100%
  • Quantum Circuit 100%
  • Quantum Error 100%
  • Quantum Gate 40%
  • Estimation 20%
  3 Citations (Scopus)

• Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent

  Kassab, R. & Simeone, O., 2022, In: IEEE Transactions on Signal Processing. 70, p. 2180-2192 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Number 100%
  • Bayesian 100%
  • Gradient Descent 100%
  • Bayesian Learning 100%
  • Federated Learning 40%
  16 Citations (Scopus)

  156 Downloads (Pure)

• Learning How to Transfer from Uplink to Downlink via Hyper-Recurrent Neural Network for FDD Massive MIMO

  Liu, Y. & Simeone, O., 1 Oct 2022, In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 21, 10, p. 7975-7989 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Division Duplex 100%
  • Massive MIMO 100%
  • Frequency Division 100%
  • Design 50%
  • Simulation Result 50%
  12 Citations (Scopus)

  152 Downloads (Pure)

• Modular Meta-Learning for Power Control via Random Edge Graph Neural Networks

  Nikoloska, I. & Simeone, O., 8 Aug 2022, (E-pub ahead of print) In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Power Control 100%
  • Graph Neural Network 100%
  • Meta-Learning 100%
  • Joints (Structural Components) 66%
  • Channel State Information 66%
  17 Citations (Scopus)

  15 Downloads (Pure)

• Multisample Online Learning for Probabilistic Spiking Neural Networks

  Jang, H. & Simeone, O., 1 May 2022, In: IEEE Transactions on Neural Networks and Learning Systems. 33, 5, p. 2034-2044 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Neural Network 100%
  • Neural Network Model 40%
  • Generalized Expectation 40%
  • Approximation (Algorithm) 20%
  • Network Capture 20%
  5 Citations (Scopus)

• Spiking Generative Adversarial Networks With a Neural Network Discriminator: Local Training, Bayesian Models, and Continual Meta-Learning

  Rosenfeld, B., Simeone, O. & Rajendran, B., 1 Nov 2022, In: IEEE TRANSACTIONS ON COMPUTERS. 71, 11, p. 2778-2791

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Neural Network 100%
  • Discriminator 100%
  • Generative Adversarial Networks 100%
  • Meta-Learning 100%
  • Classifier 37%
  13 Citations (Scopus)

  37 Downloads (Pure)

• Training Hybrid Classical-Quantum Classifiers via Stochastic Variational Optimization

  Nikoloska, I. & Simeone, O., 2022, In: IEEE SIGNAL PROCESSING LETTERS. 29, p. 977-981 5 p.

  Research output: Contribution to journal › Article › peer-review

  • Classifier 100%
  • Learning System 100%
  • Generalized Linear Model 50%
  • Gradient Descent 25%
  • Quantum Machine Learning 25%
  6 Citations (Scopus)

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

  Jose, S. T., Simeone, O. & Durisi, G., 1 Jan 2022, In: IEEE TRANSACTIONS ON INFORMATION THEORY. 68, 1, p. 474-501 28 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Meta Information 100%
  • Task Environment 100%
  • Risk Minimization 100%
  • Meta-Learning 100%
  • Initialization 16%
  9 Citations (Scopus)

  89 Downloads (Pure)

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

  Liu, D. & Simeone, O., 2022, (E-pub ahead of print) In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. p. 1-1

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  5 Citations (Scopus)

  50 Downloads (Pure)
• 2021

  Adaptive Coding and Channel Shaping Through Reconfigurable Intelligent Surfaces: An Information-Theoretic Analysis

  Karasik, R., Simeone, O., Di Renzo, M. & Shamai, S., 1 Nov 2021, In: IEEE TRANSACTIONS ON COMMUNICATIONS. 69, 11, p. 7320-7334 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Channels 100%
  • Theoretic Analysis 100%
  • Links 50%
  • Channel Estimation 50%
  • Communication Link 50%
  22 Citations (Scopus)

  105 Downloads (Pure)

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

  Liu, D. & Simeone, O., 6 Oct 2021, (E-pub ahead of print) In: IEEE Journal on Selected Areas in Communications. p. 1-1

  Research output: Contribution to journal › Article › peer-review

  • Channels 100%
  • Data Center 100%
  • Distributed Learning 100%
  • Bayesian Learning 66%
  • Computing 33%
  6 Citations (Scopus)

• Coded Computing and Cooperative Transmission for Wireless Distributed Matrix Multiplication

  Li, K., Tao, M., Zhang, J. & Simeone, O., Apr 2021, In: IEEE TRANSACTIONS ON COMMUNICATIONS. 69, 4, p. 2224-2239 16 p., 9328810.

  Research output: Contribution to journal › Article › peer-review

  • Computing 100%
  • Matrix Multiplication 100%
  • User 66%
  • Task Offloading 66%
  • Computation 33%
  19 Citations (Scopus)

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

  Park, S.-H., Jeong, S., Na, J., Simeone, O. & Shamai Shitz, S., 6 Apr 2021, (E-pub ahead of print) In: IEEE Transactions on Signal Processing. 7, p. 259-274 16 p., 9397373.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Multi-Access Edge Computing 100%
  • Fractional Programming 100%
  • Mobile Cloud Computing 100%
  • Computing 50%
  • Links 50%
  20 Citations (Scopus)

  105 Downloads (Pure)

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

  Xing, H., Simeone, O. & Bi, S., 1 Dec 2021, In: IEEE Journal on Selected Areas in Communications. 39, 12, p. 3723-3741 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Mathematical Convergence 100%
  • Wireless Device 100%
  • Network Algorithm 100%
  • Device-To-Device 100%
  • Federated Learning 100%
  69 Citations (Scopus)

  116 Downloads (Pure)

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

  Jose, S. T. & Simeone, O., Mar 2021, In: IEEE SIGNAL PROCESSING MAGAZINE. 38, 2, p. 120-125 6 p., 9363495.

  Research output: Contribution to journal › Article › peer-review

  • Modeling 100%
  • Unified Framework 100%
  • Energy Minimisation 100%
  • Free Energy 100%
  • Maximum Entropy 33%
  12 Citations (Scopus)

• Grant-Free Coexistence of Critical and Non-Critical IoT Services in Two-Hop Satellite and Terrestrial Networks

  Kassab, R., Munari, A., Clazzer, F. & Simeone, O., 27 Sept 2021, (E-pub ahead of print) In: IEEE Internet of Things Journal.

  Research output: Contribution to journal › Article

  Open Access

  File

  • Terrestrial Network 100%
  • Satellite Network 100%
  • Channels 33%
  • Access Point 33%
  • Links 16%
  98 Downloads (Pure)

• Information-theoretic generalization bounds for meta-learning and applications

  Jose, S. T. & Simeone, O., Jan 2021, In: Entropy. 23, 1, p. 1-28 28 p., 126.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Meta-Learning 100%
  • Performance Measure 14%
  • Iterative Algorithm 14%
  • Conventional Learning 14%
  • Individual Task 14%
  24 Citations (Scopus)

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

  Jiang, W., Haimovich, A. M. & Simeone, O., 19 Jul 2021, In: IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Joint Design 100%
  • Radar Waveform 100%
  • Design 33%
  • Radar 33%
  • Radar Systems 33%
  10 Citations (Scopus)

  77 Downloads (Pure)

• Joint Source-Channel Coding for Semantics-Aware Grant-Free Radio Access in IoT Fog Networks

  Dommel, J., Utkovski, Z., Simeone, O. & Stanczak, S., 9 Apr 2021, (E-pub ahead of print) In: IEEE SIGNAL PROCESSING LETTERS. 28, p. 728-732 5 p., 9399782.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • joint source channel coding 100%
  • Network Architecture 50%
  • Links 25%
  • Edge Detection 25%
  • Message Passing 25%
  15 Citations (Scopus)

  70 Downloads (Pure)

• Multiscale Wavelet Transfer Entropy with Application to Corticomuscular Coupling Analysis

  Guo, Z., McClelland, V., Simeone, O., Mills, K. & Cvetkovic, Z., 16 Aug 2021, In: IEEE Transactions on Biomedical Engineering.

  Research output: Contribution to journal › Article › peer-review

  File

  • Granger Causality 100%
  • Electroencephalogram 66%
  • Motor Cortex 33%
  • Neurophysiology 33%
  • Motor Skills 33%
  113 Downloads (Pure)

• Prediction of mmWave/THz Link Blockages through Meta-Learning and Recurrent Neural Networks

  Kalor, A. E., Simeone, O. & Popovski, P., 1 Dec 2021, In: IEEE Wireless Communications Letters. 10, 12, p. 2815-2819 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Links 100%
  • Recurrent Neural Network 100%
  • Meta-Learning 100%
  • Windows 50%
  • High Reliability 40%
  20 Citations (Scopus)

  118 Downloads (Pure)

• Privacy For Free: Wireless Federated Learning Via Uncoded Transmission With Adaptive Power Control

  Liu, D. & Simeone, O., Jan 2021, In: IEEE Journal on Selected Areas in Communications. 39, 1, p. 170-185 16 p., 9252950.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Federated Learning 100%
  • Uncoded Transmission 100%
  • Power Allocation 40%
  • Computing 20%
  • Channels 20%
  170 Citations (Scopus)

  133 Downloads (Pure)

• Spiking Neural Networks - Part I: Detecting Spatial Patterns

  Jang, H., Skatchkovsky, N. & Simeone, O., Jun 2021, In: IEEE COMMUNICATIONS LETTERS. 25, 6, p. 1736-1740 5 p., 9317739.

  Research output: Contribution to journal › Article › peer-review

  • Neural Network 100%
  • Spatial Pattern 100%
  • Neuromorphic Computing 100%
  • Algorithms 9%
  • Energy Efficient 9%
  7 Citations (Scopus)

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

  Skatchkovsky, N., Jang, H. & Simeone, O., Jun 2021, In: IEEE COMMUNICATIONS LETTERS. 25, 6, p. 1741-1745 5 p., 9317741.

  Research output: Contribution to journal › Article › peer-review

  • Paper 100%
  • Neural Prosthesis 100%
  • Probabilistic Model 100%
  • Neural Network 100%
  • Review Paper 50%
  20 Citations (Scopus)

• Spiking Neural Networks - Part III: Neuromorphic Communications

  Skatchkovsky, N., Jang, H. & Simeone, O., Jun 2021, In: IEEE COMMUNICATIONS LETTERS. 25, 6, p. 1746-1750 5 p., 9317803.

  Research output: Contribution to journal › Article › peer-review

  • Neural Network 100%
  • Devices 100%
  • Communication 100%
  • Battery (Electrochemical Energy Engineering) 50%
  • Fields 33%
  11 Citations (Scopus)
• 2020

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

  Kassab, R., Simeone, O. & Popovski, P., Oct 2020, In: IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS. 19, 10, p. 6347-6361 15 p., 9123545.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cell Multi 100%
  • Fog 100%
  • Network Edge 100%
  • Internet of Things Device 66%
  • Fields 33%
  11 Citations (Scopus)

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

  Zhang, J. & Simeone, O., 3 Apr 2020, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-13

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Distributed Learning 100%
  • Parameter Server 50%
  • Computing 25%
  • Time Complexity 25%
  • Complexity Measure 25%
  20 Citations (Scopus)

  252 Downloads (Pure)

• Learning to Demodulate from Few Pilots via Offline and Online Meta-Learning

  Park, S., Jang, H., Simeone, O. & Kang, J., 10 Dec 2020, (E-pub ahead of print) In: IEEE Transactions on Signal Processing. p. 1-1

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Meta-Learning 100%
  • Fading Channel 50%
  • Channel Condition 50%
  • Pilot Symbol 50%
  • Received Data 50%
  76 Citations (Scopus)

  125 Downloads (Pure)