coreset selection 1distributed optimization 1federated learning 1robust learning 1trilevel optimization 1
From the 1 of 3 linked papers with an AI index.
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
First-order Constrained Trilevel Optimization Over Distributed Networks for Robust Coreset Selection
Yang Jiao, Kaixuan Jiao, Kai Yang +4
The paper introduces F²CTO, a federated first-order constrained trilevel optimization algorithm for robust coreset selection across distributed edge networks, providing convergence…
cs.LG2025
Anomaly Detection in Event-triggered Traffic Time Series via Similarity Learning
Shaoyu Dou, Kai Yang, Yang Jiao +2
Time series analysis has achieved great success in cyber security such as intrusion detection and device identification. Learning similarities among multiple time series is a cruci…