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
Irina Rish — most-cited papers & profile · Federated Learning
← authors
·
overview
Irina Rish
25
papers ·
136
citations ·
35
h-index
Université du Québec à Montréal · Mila - Quebec Artificial Intelligence Institute · Concordia University · Université de Montréal
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Knowledge Distillation for Federated Learning: a Practical Guide
2022 · 18 citations
Gradient Masked Averaging for Federated Learning
2022 · 6 citations
Towards Causal Federated Learning For Enhanced Robustness and Privacy
2021 · 3 citations
Warming Up for Zeroth-Order Federated Pre-Training with Low Resource Clients
2025
Gradient Masked Federated Optimization
2021
Top co-authors
Irene Tenison
· 4
Eugene Belilovsky
· 2
Sreya Francis
· 2
Alessio Mora
· 1
Edouard Oyallon
· 1
Gwen Legate
· 1
Paolo Bellavista
· 1
Sai Aravind Sreeramadas
· 1
Vaikkunth Mugunthan
· 1
Topics
Federated Learning
Communication
Optimization
Data Heterogeneity
Edge Computing
Privacy
Adversarial Attacks
Security