Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML

Tehila Dahan, Kfir Y. Levy

We address the challenges of Byzantine-robust training in asynchronous distributed machine learning systems, aiming to enhance efficiency amid massive parallelization and heterogen…