Byzantine-Robust Distributed Sparse Learning Revisited
arXiv:2605.13283v1 Announce Type: new
Abstract: We revisit Byzantine robust distributed estimation for high-dimensional sparse linear models. By combining local $\ell_1$-regularized robust estimation with robust aggregation at the server, the framewor…