Private Training Set Inspection in MLaaS

no code implementations • 15 May 2023 • Mingxue Xu, Tongtong Xu, Po-Yu Chen

In this case, the training datasets are typically a private possession of the ML or data companies and are inaccessible to the customers, but the customers still need an approach to confirm that the training datasets meet their expectations and fulfil regulatory measures like fairness.

Fairness Multiple Instance Learning