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Lorenzo Sani — most-cited papers & profile · Federated Learning
← authors
·
overview
Lorenzo Sani
10
papers ·
52
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
The Future of Large Language Model Pre-training is Federated
2024 · 4 citations
FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients
2024 · 2 citations
Worldwide Federated Training of Language Models
2024 · 1 citations
Photon: Federated LLM Pre-Training
2024 · 1 citations
SparsyFed: Sparse Adaptive Federated Training
2025
DEPT: Decoupled Embeddings for Pre-training Language Models
2024
Pollen: High-throughput Federated Learning Simulation via Resource-Aware Client Placement
2023
Sheaf HyperNetworks for Personalized Federated Learning
2024
Top co-authors
Alex Iacob
· 7
Nicholas D. Lane
· 7
Xinchi Qiu
· 6
Yan Gao
· 4
Bill Marino
· 3
Wanru Zhao
· 3
Dongqi Cai
· 2
Preslav Aleksandrov
· 2
William F. Shen
· 2
Zeyu Cao
· 2
Adriano Guastella
· 1
Alessio Mora
· 1
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