Divya Ramesh's research while affiliated with University of Michigan and other places

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Publications (3)

Fig. 1. Side-by-side view of "flowing" vs "stalled" blood vessels from...
Fig. 2. Stall Catcher interface showing feedback after a decision was...
Fig. 3. Stall Catcher interface with AI-Assistant suggestions, prior to...
Fig. 5. Accuracy of low-, mid-, and high-performers in Stage 2 and...
+3 Fig. 8. User comparisons of personal and AI performance based on...
Advancing Human-AI Complementarity: The Impact of User Expertise and Algorithmic Tuning on Joint Decision Making
Preprint
Full-text available
  • Aug 2022
Human-AI collaboration for decision-making strives to achieve team performance that exceeds the performance of humans or AI alone. However, many factors can impact success of Human-AI teams, including a user's domain expertise, mental models of an AI system, trust in recommendations, and more. This work examines users' interaction with three simula...
Do I Look Like a Criminal? Examining how Race Presentation Impacts Human Judgement of Recidivism
Preprint
  • Feb 2020
Understanding how racial information impacts human decision making in online systems is critical in today's world. Prior work revealed that race information of criminal defendants, when presented as a text field, had no significant impact on users' judgements of recidivism. We replicated and extended this work to explore how and when race informati...

Citations

... Many organizations are now using artificial intelligence (AI) systems to support their decision making, for example, in clinical decision support systems [17] and in bail decisions [56]. However, these AI systems might be biased and therefore decisions might be unfair, or even discriminatory [45]. ...
Reference: Toward Involving End-users in Interactive Human-in-the-loop AI Fairness