most citedEffective Intrusion Detection in Highly Imbalanced IoT Networks with Lightweight S2CGAN-IDS

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math.OC2023

A Bi-level Globalization Strategy for Non-convex Consensus ADMM and ALADIN

Xu Du, Jingzhe Wang, Xiaohua Zhou +1

In this paper, we formally analyze global convergence in the realm of distributed consensus optimization. Current solutions have explored such analysis, particularly focusing on co…

math.OC2023

Consensus ALADIN: A Framework for Distributed Optimization and Its Application in Federated Learning

Xu Du, Jingzhe Wang

This paper investigates algorithms for solving distributed consensus optimization problems that are non-convex. Since Typical ALADIN (Typical Augmented Lagrangian based Alternating…