Stephan, John

6 publications

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

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

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

ICML 2023 Robust Collaborative Learning with Linear Gradient Overhead Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Lê-Nguyên Hoang, Rafael Pinot, John Stephan

ICML 2022 Byzantine Machine Learning Made Easy by Resilient Averaging of Momentums Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, John Stephan