Feb 28, 2021 · To address the two issues simultaneously, this paper develops two communication-efficient and robust distributed learning algorithms for convex ...

Nov 21, 2019 · We develop a communication-efficient distributed learning algorithm that is robust against Byzantine worker machines.

Jan 11, 2023 · This paper develops two communication-efficient and robust distributed learning algorithms for convex problems.

We develop a communication-efficient distributed learning algorithm that is robust against Byzantine worker machines.

May 1, 2023 · The current work develops two communication-efficient and robust distributed learning algorithms for convex problems.

This paper develops two communication-efficient and robust distributed learning algorithms for convex problems that are provably robust against Byzantine ...

We develop a communication-efficient distributed learning algorithm that is robust against Byzantine worker machines. We propose and analyze a distributed ...

Abstract: We develop a communication-efficient distributed learning algorithm that is robust against Byzantine worker machines.

To address the two issues simultaneously, this paper develops two communication-efficient and robust distributed learning algorithms for convex problems. Our ...

A communication-efficient distributed learning algorithm that is robust against Byzantine worker machines, and a distributed gradient-descent algorithm that ...