Allouah, Youssef

14 publications

ICLR 2025 Adaptive Gradient Clipping for Robust Federated Learning Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Ahmed Jellouli, Geovani Rizk, John Stephan

ICML 2025 Certified Unlearning for Neural Networks Anastasia Koloskova, Youssef Allouah, Animesh Jha, Rachid Guerraoui, Sanmi Koyejo

ICLR 2025 The Utility and Complexity of In- and Out-of-Distribution Machine Unlearning Youssef Allouah, Joshua Kazdan, Rachid Guerraoui, Sanmi Koyejo

ICML 2025 Towards Trustworthy Federated Learning with Untrusted Participants Youssef Allouah, Rachid Guerraoui, John Stephan

ICML 2024 Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Geovani Rizk, Sasha Voitovych

ICMLW 2024 Fast Machine Unlearning via Robust Training Youssef Allouah, Joshua Kazdan, Rachid Guerraoui, Sanmi Koyejo

NeurIPS 2024 Fine-Tuning Personalization in Federated Learning to Mitigate Adversarial Clients Youssef Allouah, Abdellah El Mrini, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot

NeurIPS 2024 Revisiting Ensembling in One-Shot Federated Learning Youssef Allouah, Akash Dhasade, Rachid Guerraoui, Nirupam Gupta, Anne-Marie Kermarrec, Rafael Pinot, Rafael Pires, Rishi Sharma

AISTATS 2024 Robust Sparse Voting Youssef Allouah, Rachid Guerraoui, Lê-Nguyên Hoang, Oscar Villemaud

ICML 2024 The Privacy Power of Correlated Noise in Decentralized Learning Youssef Allouah, Anastasia Koloskova, Aymane El Firdoussi, Martin Jaggi, Rachid Guerraoui

AISTATS 2023 Fixing by Mixing: A Recipe for Optimal Byzantine ML Under Heterogeneity Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan

ICML 2023 On the Privacy-Robustness-Utility Trilemma in Distributed Learning Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan

NeurIPS 2023 Robust Distributed Learning: Tight Error Bounds and Breakdown Point Under Data Heterogeneity Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Geovani Rizk

JMLR 2021 Further Results on Latent Discourse Models and Word Embeddings Sammy Khalife, Douglas Gonçalves, Youssef Allouah, Leo Liberti