Youssef Allouah

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Distributed Learning

Top Venues

J. Mach. Learn. Res.

Publications

Youssef Allouah, Rachid Guerraoui, Lê-Nguyên Hoang, Oscar Villemaud
Robust Sparse Voting. AISTATS (2024)
Youssef Allouah, Anastasia Koloskova, Aymane El Firdoussi, Martin Jaggi, Rachid Guerraoui
The Privacy Power of Correlated Noise in Decentralized Learning. CoRR (2024)
Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Geovani Rizk, Sasha Voitovych
Tackling Byzantine Clients in Federated Learning. CoRR (2024)
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Ahmed Jellouli, Geovani Rizk, John Stephan
Boosting Robustness by Clipping Gradients in Distributed Learning. CoRR (2024)
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafaël Pinot, Geovani Rizk
Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity. CoRR (2023)
Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity. AISTATS (2023)
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Geovani Rizk
Robust Distributed Learning: Tight Error Bounds and Breakdown Point under Data Heterogeneity. NeurIPS (2023)
Youssef Allouah, Rachid Guerraoui, John Stephan
Can Machines Learn Robustly, Privately, and Efficiently? CoRR (2023)
Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity. CoRR (2023)
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
On the Privacy-Robustness-Utility Trilemma in Distributed Learning. ICML (2023)
Youssef Allouah, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan
Distributed Learning with Curious and Adversarial Machines. CoRR (2023)
Youssef Allouah, Rachid Guerraoui, Lê Nguyên Hoang, Oscar Villemaud
Robust Sparse Voting. CoRR (2022)
Sammy Khalife, Douglas Soares Gonçalves, Youssef Allouah, Leo Liberti
Further results on latent discourse models and word embeddings. J. Mach. Learn. Res. 22 (2021)