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Giovanni Neglia

Streaming Federated Learning with Markovian Data

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Mar 24, 2025
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FedBEns: One-Shot Federated Learning based on Bayesian Ensemble

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Mar 19, 2025
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Efficient and Optimal No-Regret Caching under Partial Observation

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Mar 04, 2025
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When to Forget? Complexity Trade-offs in Machine Unlearning

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Feb 24, 2025
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Attribute Inference Attacks for Federated Regression Tasks

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Nov 19, 2024
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Evaluating the Energy Consumption of Machine Learning: Systematic Literature Review and Experiments

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Aug 27, 2024
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FedStale: leveraging stale client updates in federated learning

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May 07, 2024
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Federated Learning for Cooperative Inference Systems: The Case of Early Exit Networks

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May 07, 2024
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An Online Gradient-Based Caching Policy with Logarithmic Complexity and Regret Guarantees

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May 02, 2024
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Scalable Decentralized Algorithms for Online Personalized Mean Estimation

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Feb 20, 2024
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