Giovanni Neglia

9 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

AAAI ×3 ICML ×3 ECAI ×1 NeurIPS ×1 UAI ×1

Frequent coauthors

Angelo Rodio

×2

Francesco Diana

×2

Chuan Xu

×2

Kevin Scaman

×2

Zheng Chen

×1

Erik G. Larsson

×1

Othmane Marfoq

×1

Frédéric Giroire

×1

Eoin Thomas

×1

André Nusser

×1

Jacopo Talpini

×1

Marco Savi

×1

Papers

A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication
AAAI 2026 ·
Angelo Rodio
, Giovanni Neglia,
Zheng Chen
,
Erik G. Larsson
Attribute Inference Attacks for Federated Regression Tasks
AAAI 2025 ·
Francesco Diana
,
Othmane Marfoq
,
Chuan Xu
, Giovanni Neglia,
Frédéric Giroire
,
Eoin Thomas
Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning
UAI 2025 ·
Francesco Diana
,
André Nusser
,
Chuan Xu
, Giovanni Neglia
FedBEns: One-Shot Federated Learning based on Bayesian Ensemble
ICML 2025 ·
Jacopo Talpini
,
Marco Savi
, Giovanni Neglia
Scalable Decentralized Algorithms for Online Personalized Mean Estimation
AAAI 2025 ·
Franco Galante
, Giovanni Neglia,
Emilio Leonardi
Streaming Federated Learning with Markovian Data
NeurIPS 2025 ·
Khiem Huynh
,
Malcolm Egan
, Giovanni Neglia,
Jean-Marie Gorce
When to Forget? Complexity Trade-offs in Machine Unlearning
ICML 2025 ·
Martin Van Waerebeke
,
Marco Lorenzi
, Giovanni Neglia,
Kevin Scaman
FedStale: leveraging Stale Updates in Federated Learning
ECAI 2024 ·
Angelo Rodio
, Giovanni Neglia
Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
ICML 2024 ·
Batiste Le Bars
,
Aurélien Bellet
,
Marc Tommasi
,
Kevin Scaman
, Giovanni Neglia