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Rachid Guerraoui — most-cited papers & profile · Reinforcement Learning
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overview
Rachid Guerraoui
20
papers ·
10
citations ·
63
h-index
KTH Royal Institute of Technology · Stanford University
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Most-cited papers
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
2023 · 10 citations
ByzFL: Research Framework for Robust Federated Learning
2025
Distributional Machine Unlearning via Selective Data Removal
2025
Certified Unlearning for Neural Networks
2025
Robust And Efficient Collaborative Learning
2025
Towards Trustworthy Federated Learning with Untrusted Participants
2025
Efficient Federated Search for Retrieval-Augmented Generation using Lightweight Routing
2025
The Hidden Vulnerability of Distributed Learning in Byzantium
2018
Who started this rumor? Quantifying the natural differential privacy guarantees of gossip protocols
2019
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction
2020
On the Impossible Safety of Large AI Models
2022
SurferMonkey: A Decentralized Anonymous Blockchain Intercommunication System via Zero Knowledge Proofs
2022
On the Privacy-Robustness-Utility Trilemma in Distributed Learning
2023
On the Inherent Anonymity of Gossiping
2023
SABLE: Secure And Byzantine robust LEarning
2023
Topics
cs.CR
cs.LG
cs.DC
Federated Learning
Data Heterogeneity
stat.ML
Privacy
Adversarial ML
math.OC
Adversarial Attacks