VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI

no code implementations • 8 Mar 2024 • Soumi Das, Shubhadip Nag, Shreyyash Sharma, Suparna Bhattacharya, Sourangshu Bhattacharya

In this work, we propose a controllable framework for data-centric trustworthy AI (DCTAI)- VTruST, that allows users to control the trade-offs between the different trustworthiness metrics of the constructed training datasets.

Data Valuation Fairness