Byzantine-Robust Distributed Sparse Learning Revisited

Yuxuan Wang, Lixin Zhang, Kangqiang Li

We revisit Byzantine robust distributed estimation for high-dimensional sparse linear models. By combining local ${\ell }_1$-regularized robust estimation with robust aggregation at t…