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Osvaldo Simeone

New Jersey Institute of Technology
King's College London
Polytechnic University of Milan

707

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15825

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Robust Design of Rate-Splitting Multiple Access With Imperfect CSI for Cell-Free MIMO Systems.

2022 CoRR
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Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition.

2022 CoRR
- Sang-Woo Park
- Osvaldo Simeone
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Leveraging Channel Noise for Sampling and Privacy via Quantized Federated Langevin Monte Carlo.

2022 CoRR
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Online Meta-Learning For Hybrid Model-Based Deep Receivers.

2022 CoRR
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Joint Design of Radar Waveform and Detector via End-to-End Learning With Waveform Constraints.

2022 IEEE Trans. Aerosp. Electron. Syst.
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Adaptive Worker Grouping For Communication-Efficient and Straggler-Tolerant Distributed SGD.

2022 CoRR
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Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent.

2022 IEEE Trans. Signal Process.
- Rahif Kassab
- Osvaldo Simeone
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Spiking Generative Adversarial Networks With a Neural Network Discriminator: Local Training, Bayesian Models, and Continual Meta-Learning

2022 IEEE Transactions on Computers
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Quantum-Aided Meta-Learning for Bayesian Binary Neural Networks via Born Machines.

2022 CoRR
- Ivana Nikoloska
- Osvaldo Simeone
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Learning How to Transfer From Uplink to Downlink via Hyper-Recurrent Neural Network for FDD Massive MIMO

2022 IEEE Transactions on Wireless Communications
- Yusha Liu
- Osvaldo Simeone
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