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Osvaldo Simeone

  1. A Brief Introduction to Machine Learning for Engineers
    2017/09/08 by Osvaldo Simeone, Simeone, Osvaldo · 4 voices · 1 citation
    #cs.LG #cs.IT #stat.ML
  2. Privacy For Free: Wireless Federated Learning Via Uncoded Transmission With Adaptive Power Control
    2020/06/09 by Dongzhu Liu, Liu, Dongzhu, Osvaldo Simeone +1 · 8 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques #Stochastic Gradient Optimization Techniques
  3. Mobile Edge Computing via a UAV-Mounted Cloudlet: Optimization of Bit Allocation and Path Planning
    2016/09/17 by Seongah Jeong, Jeong, Seongah, Osvaldo Simeone +3 · 4 citations
    Engineering · Computer Science · #UAV Applications and Optimization #Advanced Wireless Communication Technologies #Distributed Control Multi-Agent Systems
  4. Semantic-Effectiveness Filtering and Control for Post-5G Wireless\n Connectivity
    2019/07/04 by Petar Popovski, Popovski, Petar, Osvaldo Simeone +7 · 4 citations
    Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Software-Defined Networks and 5G #IoT and Edge/Fog Computing
  5. Calibrating Wireless Ray Tracing for Digital Twinning using Local Phase Error Estimates
    2023/12/19 by Clément Ruah, Osvaldo Simeone, Ruah, Clement +5 · 5 citations
    Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #Telecommunications and Broadcasting Technologies #electronic engineering #information engineering
  6. Error Mitigation-Aided Optimization of Parameterized Quantum Circuits: Convergence Analysis
    2022/09/23 by Sharu Theresa Jose, Osvaldo Simeone, Jose, Sharu Theresa +1 · 4 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
  7. Robust Bayesian Learning for Reliable Wireless AI: Framework and Applications
    2022/07/01 by Matteo Zecchin, Sangwoo Park, Zecchin, Matteo +7 · 5 citations
    Computer Science · Decision Sciences · Engineering · #Advanced Statistical Process Monitoring #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Fault Detection and Control Systems #Information Theory (cs.IT) #Machine Learning (cs.LG)
  8. Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent
    2020/09/11 by Rahif Kassab, Kassab, Rahif, Osvaldo Simeone +1 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
  9. 5G Wireless Network Slicing for eMBB, URLLC, and mMTC: A\n Communication-Theoretic View
    2018/04/13 by Petar Popovski, Kasper Fløe Trillingsgaard, Popovski, Petar +5 · 3 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
  10. Beamforming Design for Joint Localization and Data Transmission in Distributed Antenna System
    2013/11/07 by Seongah Jeong, Osvaldo Simeone, Jeong, Seongah +5 · 2 citations
    Engineering · Computer Science · #Indoor and Outdoor Localization Technologies #Direction-of-Arrival Estimation Techniques #Millimeter-Wave Propagation and Modeling
  11. Decentralized Federated Learning via SGD over Wireless D2D Networks
    2020/02/28 by Hong Xing, Osvaldo Simeone, Xing, Hong +3 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cooperative Communication and Network Coding #Stochastic Gradient Optimization Techniques
  12. Localized Adaptive Risk Control
    2024/05/13 by Matteo Zecchin, Osvaldo Simeone, Zecchin, Matteo +1 · 5 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Risk Management in Financial Firms
  13. Bayesian and Multi-Armed Contextual Meta-Optimization for Efficient Wireless Radio Resource Management
    2023/01/16 by Yunchuan Zhang, Zhang, Yunchuan, Osvaldo Simeone +7 · 3 citations
    Engineering · Decision Sciences · Computer Science · #Advanced Wireless Network Optimization #Advanced Bandit Algorithms Research #Recommender Systems and Techniques
  14. Learning with Limited Samples -- Meta-Learning and Applications to Communication Systems
    2022/10/03 by Lisha Chen, Chen, Lisha, Sharu Theresa Jose +9 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning and ELM #Signal Processing (eess.SP) #electronic engineering #information engineering
  15. Neuromorphic Integrated Sensing and Communications
    2022/09/24 by Jiechen Chen, Chen, Jiechen, Nicolas Skatchkovsky +3 · 2 citations
    Computer Science · Engineering · #Neural Networks and Reservoir Computing #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices
  16. Generalization and Informativeness of Conformal Prediction
    2024/01/22 by Matteo Zecchin, Zecchin, Matteo, Sangwoo Park +5 · 3 citations
    Computer Science · Engineering · Mathematics · #Advanced Statistical Methods and Models #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Fault Detection and Control Systems #Information Theory (cs.IT) #Machine Learning (cs.LG)
  17. Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels
    2023/05/12 by Tomer Raviv, Raviv, Tomer, Sangwoo Park +7 · 3 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Wireless Signal Modulation Classification
  18. Cross-Validation Conformal Risk Control
    2024/01/22 by Kfir M. Cohen, Sangwoo Park, Cohen, Kfir M. +5 · 3 citations
    Engineering · Mathematics · #Control Systems and Identification #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
  19. Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference
    2024/04/17 by Jiayi Huang, Huang, Jiayi, Sangwoo Park +3 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms #Signal Processing (eess.SP) #electronic engineering #information engineering
  20. Cooperative Learning via Federated Distillation over Fading Channels
    2020/02/03 by Jin-Hyun Ahn, Osvaldo Simeone, Ahn, Jin-Hyun +3 · 1 citation
    Computer Science · Engineering · #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Microwave Imaging and Scattering Analysis #Parallel #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
  21. Information-Theoretic Bounds on Transfer Generalization Gap Based on Jensen-Shannon Divergence
    2020/10/13 by Sharu Theresa Jose, Osvaldo Simeone, Jose, Sharu Theresa +1 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Signal Processing (eess.SP) #electronic engineering #information engineering
  22. Adaptive Coding and Channel Shaping Through Reconfigurable Intelligent\n Surfaces: An Information-Theoretic Analysis
    2020/12/01 by Roy Karasik, Osvaldo Simeone, Karasik, Roy +5 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #Satellite Communication Systems
  23. Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction
    2022/10/06 by Sangwoo Park, Kfir M. Cohen, Park, Sangwoo +3 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Signal Processing (eess.SP) #electronic engineering #information engineering
  24. Joint Design of Radar Waveform and Detector via End-to-end Learning with Waveform Constraints
    2021/02/19 by Wei Jiang, Alexander M. Haimovich, Jiang, Wei +3 · 1 citation
    Computer Science · Engineering · #Advanced SAR Imaging Techniques #FOS: Electrical engineering #Radar Systems and Signal Processing #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
  25. An Introduction to Quantum Machine Learning for Engineers
    2022/05/11 by Osvaldo Simeone, Simeone, Osvaldo · 2 citations
    Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography
  26. Neuromorphic Wireless Cognition: Event-Driven Semantic Communications for Remote Inference
    2022/06/13 by Jiechen Chen, Nicolas Skatchkovsky, Chen, Jiechen +3 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
  27. Efficient Wireless Federated Learning via Low-Rank Gradient Factorization
    2024/01/15 by Mingzhao Guo, Dongzhu Liu, Guo, Mingzhao +5 · 1 citation
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Cooperative Communication and Network Coding #Indoor and Outdoor Localization Technologies
  28. Performance Evaluation of Neuromorphic Hardware for Onboard Satellite Communication Applications
    2024/01/12 by Eva Lagunas, Lagunas, Eva, Flor Ortíz +17 · 1 citation
    Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #FOS: Electrical engineering #Signal Processing (eess.SP) #Underwater Vehicles and Communication Systems #electronic engineering #information engineering
  29. Robust PACm: Training Ensemble Models Under Misspecification and Outliers
    2022/03/03 by Matteo Zecchin, Zecchin, Matteo, Sangwoo Park +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural Networks and Applications
  30. In-Context Learned Equalization in Cell-Free Massive MIMO via State-Space Models
    2024/10/31 by Zihang Song, Song, Zihang, Matteo Zecchin +5 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Millimeter-Wave Propagation and Modeling #Advanced Wireless Communication Techniques
  31. Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees
    2023/05/18 by Jiechen Chen, Sangwoo Park, Chen, Jiechen +3 · 1 citation
    Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
  32. Distributed Conformal Prediction via Message Passing
    2025/01/24 by Haifeng Wen, Hong Xing, Wen, Haifeng +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  33. Decision Making Needs Uncertainty Quantification [Lecture Notes]
    2026/07/15 by Osvaldo Simeone
    #cs.IT #cs.AI #cs.LG #math.IT
  34. Think Short, Defer Smart, Act, and Repeat: Calibrated Reasoning and Uncertainty-Aware Deferral for Edge LLM Agents
    2026/07/29 by Amirmohammad Farzaneh, Osvaldo Simeone
    Mathematics · Computer Science · #stat.ML #cs.AI #cs.IT #cs.LG #math.IT
  35. Conformal Changepoint Localization and Root Cause Analysis with Corrupted Observations
    2026/07/29 by Seunghun Yu, Meiyi Zhu, Petar Popovski +2
    Computer Science · Engineering · #cs.LG #eess.SP
  36. Neuromorphic Diffusion Language Models: Addressing Compute and Memory Bottlenecks via Sparsity and Block Denoising
    2026/07/24 by Dengyu Wu, Clement Ruah, Jiechen Chen +2
    #cs.CL #cs.LG #eess.SP
  37. Neuromorphic Non-Orthogonal Multiple Access for Parallel Remote Inference via Vector Symbolic Architecture
    2026/07/24 by Jiechen Chen, Zihang Song, Dengyu Wu +2
    #eess.SP