Giovanni Neglia

Venues

Frequent coauthors

Papers

1. A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication
   AAAI 2026 ·

   Angelo Rodio

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2. Attribute Inference Attacks for Federated Regression Tasks
   AAAI 2025 ·

   Francesco Diana

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3. Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning
   UAI 2025 ·

   Francesco Diana

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4. FedBEns: One-Shot Federated Learning based on Bayesian Ensemble
   ICML 2025 ·

   Jacopo Talpini

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5. Scalable Decentralized Algorithms for Online Personalized Mean Estimation
   AAAI 2025 ·

   Franco Galante

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6. Streaming Federated Learning with Markovian Data
   NeurIPS 2025 ·

   Khiem Huynh

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7. When to Forget? Complexity Trade-offs in Machine Unlearning
   ICML 2025 ·

   Martin Van Waerebeke

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8. FedStale: leveraging Stale Updates in Federated Learning
   ECAI 2024 ·

   Angelo Rodio

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9. Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
   ICML 2024 ·

   Batiste Le Bars

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