On the Tradeoffs of On-Device Generative Models in Federated Predictive Maintenance Systems
This paper provides an empirical instantiation of shared/private parameter partitioning for unsupervised generative Time-Series Anomaly Detection (TSAD), mapping the split to analysis and synthesis modules across the generative architectures.
Usevalad Milasheuski, P. Baraldi, Enrico Zio et al.
· IEEE Internet of Things Jour... · 1 citation