Awesome Federated Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Rafael Pires — most-cited papers & profile · Federated Learning
← authors
·
overview
Rafael Pires
11
papers ·
15
citations ·
0
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
TEE-based decentralized recommender systems: The raw data sharing redemption
2022 · 9 citations
Boosting Asynchronous Decentralized Learning with Model Fragmentation
2024 · 1 citations
Revisiting Ensembling in One-Shot Federated Learning
2024 · 1 citations
Mosaic Learning: A Framework for Decentralized Learning with Model Fragmentation
2026
Efficient Federated Search for Retrieval-Augmented Generation using Lightweight Routing
2025
Harnessing Increased Client Participation with Cohort-Parallel Federated Learning
2024
Low-Cost Privacy-Preserving Decentralized Learning
2024
Boosting Resource-Constrained Federated Learning Systems with Guessed Updates
2021
Noiseless Privacy-Preserving Decentralized Learning
2024
Top co-authors
Anne-Marie Kermarrec
· 9
Akash Dhasade
· 5
Martijn de Vos
· 5
Rishi Sharma
· 5
Rachid Guerraoui
· 2
Diana Petrescu
· 1
Mathis Randl
· 1
Topics
Federated Learning
Communication
Optimization
Privacy
Adversarial Attacks
Data Heterogeneity