Adversary-Robust Learning from Fully Asynchronous Directional Derivative Estimates

Anik Kumar Paul, Nibedita Roy, Nagesh Talagani +3

We propose FAR-SIGN (Fully Asynchronous Robust optimization via SIGNed directional projections) for adversary-resilient learning in parameter-server--worker systems. FAR-SIGN achie…