37 citations · 157 across the 46 of their papers we have counts for
3 papers · 1 filter
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
Yue Huang, Chujie Gao, Siyuan Wu +63
Generative Foundation Models (GenFMs) have emerged as transformative tools. However, their widespread adoption raises critical concerns regarding trustworthiness across dimensions.…
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
Umang Bhatt, Javier Antorán, Yunfeng Zhang +12
Algorithmic transparency entails exposing system properties to various stakeholders for purposes that include understanding, improving, and contesting predictions. Until now, most…
Understanding Innovation to Drive Sustainable Development
Prasanna Sattigeri, Aurélie Lozano, Aleksandra Mojsilović +2
Innovation is among the key factors driving a country's economic and social growth. But what are the factors that make a country innovative? How do they differ across different par…