Dec 1, 2022 · This paper proposes a privacy-preserving decentralized randomized block-coordinate subgradient projection algorithm.

Dec 1, 2022 · This paper proposes a privacy-preserving decentralized randomized block-coordinate subgradient projection algorithm.

Dec 1, 2022 · This study considers a constrained huge-scale optimization problem over networks where the objective is to minimize the sum of nonsmooth ...

This study considers a constrained huge-scale optimization problem over networks where the objective is to minimize the sum of nonsmooth local loss ...

This study considers a constrained huge-scale optimization problem over networks where the objective is to minimize the sum of nonsmooth local loss ...

This paper proposes a privacy-preserving decentralized randomized block-coordinate subgradient projection algorithm. • It proves that the proposed algorithm is ...

For privacy preservation, a privacy preserving distributed optimization algorithm over time-varying directed communication networks is proposed in this paper by ...

DP-RBAdaBound: A differentially private randomized block-coordinate adaptive gradient algorithm for training deep neural networks · Computer Science, Engineering.

Abstract—In this paper, we provide a distributed optimization algorithm, termed as TV-AB, that minimizes a sum of convex functions over time-varying, random ...

Dec 21, 2022 · Abstract—To address the privacy leakage problem in decen- tralized composite convex optimization, we proposes a novel.