2 papers
cs.LG2023
Continuous Management of Machine Learning-Based Application Behavior
Marco Anisetti, Claudio A. Ardagna, Nicola Bena +2
Modern applications are increasingly driven by Machine Learning (ML) models whose non-deterministic behavior is affecting the entire application life cycle from design to operation…
cs.LG2023
Rethinking Certification for Trustworthy Machine Learning-Based Applications
Marco Anisetti, Claudio A. Ardagna, Nicola Bena +1
Machine Learning (ML) is increasingly used to implement advanced applications with non-deterministic behavior, which operate on the cloud-edge continuum. The pervasive adoption of…