13 citations · 20 across the 3 of their papers we have counts for
3 papers
Who's Thinking? A Push for Human-Centered Evaluation of LLMs using the XAI Playbook
Teresa Datta, John P. Dickerson
Deployed artificial intelligence (AI) often impacts humans, and there is no one-size-fits-all metric to evaluate these tools. Human-centered evaluation of AI-based systems combines…
Tensions Between the Proxies of Human Values in AI
Teresa Datta, Daniel Nissani, Max Cembalest +3
Motivated by mitigating potentially harmful impacts of technologies, the AI community has formulated and accepted mathematical definitions for certain pillars of accountability: e.…
Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse
Martin Pawelczyk, Teresa Datta, Johannes van-den-Heuvel +2
As machine learning models are increasingly being employed to make consequential decisions in real-world settings, it becomes critical to ensure that individuals who are adversely…