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Osvaldo Simeone — most-cited papers & profile · Federated Learning
← authors
·
overview
Osvaldo Simeone
26
papers ·
36
citations ·
55
h-index
Northeastern University · Intelligent Systems Research (United States) · Eastern University · Universidad del Noreste
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Most-cited papers
Privacy For Free: Wireless Federated Learning Via Uncoded Transmission With Adaptive Power Control
2020 · 8 citations
Decentralized Federated Learning via SGD over Wireless D2D Networks
2020 · 7 citations
Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent
2020 · 5 citations
Channel-Driven Monte Carlo Sampling for Bayesian Distributed Learning in Wireless Data Centers
2021 · 3 citations
Cooperative Learning via Federated Distillation over Fading Channels
2020 · 2 citations
Wireless Federated Langevin Monte Carlo: Repurposing Channel Noise for Bayesian Sampling and Privacy
2021 · 1 citations
Compressed Particle-Based Federated Bayesian Learning and Unlearning
2022 · 1 citations
Pre-Training and Personalized Fine-Tuning via Over-the-Air Federated Meta-Learning: Convergence-Generalization Trade-Offs
2024
Bayesian Variational Federated Learning and Unlearning in Decentralized Networks
2021
Forget-SVGD: Particle-Based Bayesian Federated Unlearning
2021
Federated Inference with Reliable Uncertainty Quantification over Wireless Channels via Conformal Prediction
2023
AirFL-Mem: Improving Communication-Learning Trade-Off by Long-Term Memory
2023
Efficient Wireless Federated Learning via Low-Rank Gradient Factorization
2024
Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning
2024
NCAirFL: CSI-Free Over-the-Air Federated Learning Based on Non-Coherent Detection
2024
Top co-authors
Dongzhu Liu
· 5
Hong Xing
· 4
Haifeng Wen
· 3
Jinu Gong
· 3
and Joonhyuk Kang
· 2
Joonhyuk Kang
· 2
Rahif Kassab
· 2
Boning Zhang
· 1
Caili Guo
· 1
Chunyan Feng
· 1
Dimitrios Pezaros
· 1
Dingzhu Wen
· 1
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