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Giovanni Neglia

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:13 AM AMS

8

papers

677

total citations

papers (8)

Federated Multi-Task Learning under a Mixture of Distributions

NEURIPS 2021arXiv

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings

NEURIPS 2022arXiv

Throughput-Optimal Topology Design for Cross-Silo Federated Learning

NEURIPS 2020arXiv

Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm

Scalable Decentralized Algorithms for Online Personalized Mean Estimation

FedBEns: One-Shot Federated Learning based on Bayesian Ensemble

Attribute Inference Attacks for Federated Regression Tasks

Streaming Federated Learning with Markovian Data

NEURIPS 2025arXiv