Rachid Guerraoui

Joined

July 2019

Names

Rachid Guerraoui

Emails

****@epfl.ch (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Full Professor

Swiss Federal Institute of Technology Lausanne (epfl.ch)

2006 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Robust and Efficient Collaborative Learning
Abdellah El Mrini, Sadegh Farhadkhani, Rachid Guerraoui
- Submitted to ICLR 2026
- Readers: Everyone
Robust Federated Inference
Akash Dhasade, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Maxime Jacovella, Anne-Marie Kermarrec, Rafael Pinot
- ICLR 2026 Poster
- Readers: Everyone
Distributional Machine Unlearning via Selective Data Removal
Youssef Allouah, Rachid Guerraoui, Sanmi Koyejo
- ICLR 2026 Poster
- Readers: Everyone
Distributional Unlearning: Forgetting Distributions, Not Just Samples
Youssef Allouah, Rachid Guerraoui, Sanmi Koyejo
- MUGen @ ICML 2025 Oral
- Readers: Everyone
Certified Unlearning for Neural Networks
Anastasia Koloskova, Youssef Allouah, Animesh Jha, Rachid Guerraoui, Sanmi Koyejo
- ICML 2025 poster
- Readers: Everyone
Towards Trustworthy Federated Learning with Untrusted Participants
Youssef Allouah, Rachid Guerraoui, John Stephan
- ICML 2025 poster
- Readers: Everyone
Adaptive Gradient Clipping for Robust Federated Learning
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Ahmed Jellouli, Geovani Rizk, John Stephan
- ICLR 2025 Spotlight
- Readers: Everyone
The Utility and Complexity of In- and Out-of-Distribution Machine Unlearning
Youssef Allouah, Joshua Kazdan, Rachid Guerraoui, Sanmi Koyejo
- ICLR 2025 Poster
- Readers: Everyone
Fast Machine Unlearning via Robust Training
Youssef Allouah, Joshua Kazdan, Rachid Guerraoui, Sanmi Koyejo
- TF2M 2024 Poster
- Readers: Everyone
Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients
Youssef Allouah, Abdellah El Mrini, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot
- NeurIPS 2024 poster
- Readers: Everyone

View all 539 publications

Co-Authors

View all 350 co-authors