Venkatesh Sivaraman

Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support

Anna Kawakami, Venkatesh Sivaraman, Hao-Fei Cheng et al. · CHI Conference on Human Factors in Computing Systems · 2022 · 131 citations · Full text

Public Affairs, Public Policy, Social Policy +17

Ignore, Trust, or Negotiate: Understanding Clinician Acceptance of AI-Based Treatment Recommendations in Health Care

Venkatesh Sivaraman, Leigh A. Bukowski, Joel Levin et al. · 2023 · 117 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions

Hao-Fei Cheng, Logan Stapleton, Anna Kawakami et al. · CHI Conference on Human Factors in Computing Systems · 2022 · 79 citations · Full text

Computing, Computer Science, Decision Sciences +17

“Why Do I Care What’s Similar?” Probing Challenges in AI-Assisted Child Welfare Decision-Making through Worker-AI Interface Design Concepts

Anna Kawakami, Venkatesh Sivaraman, Logan Stapleton et al. · Designing Interactive Systems Conference · 2022 · 40 citations · Full text

Social Sciences, Design, Social Work +16

Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding Spaces

Venkatesh Sivaraman, Yiwei Wu, Adam Perer · 2022 · 31 citations · Full text

Computing, Computer Science, Visualization +16