2 papers
cs.LG2025
On the Byzantine Fault Tolerance of signSGD with Majority Vote
Emanuele Mengoli, Luzius Moll, Virgilio Strozzi +1
In distributed learning, sign-based compression algorithms such as signSGD with majority vote provide a lightweight alternative to SGD with an additional advantage: fault tolerance…
cs.NI2024
Develop End-to-End Anomaly Detection System
Emanuele Mengoli, Zhiyuan Yao, Wutao Wei
Anomaly detection plays a crucial role in ensuring network robustness. However, implementing intelligent alerting systems becomes a challenge when considering scenarios in which an…