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Bio
Research Interests
My interests lie in challenges and limitations that arise when people theorize and draw inductive inferences from data. My research on uncertainty representation and interactive data analysis explores how to best align data-driven interfaces and summaries with human reasoning capabilities, how to understand the role of interactive analysis across different stages of a statistical workflow, how to evaluate data interfaces as well as the experiments researchers use to identify differences between them, and how to develop tools that support reasoning under uncertainty in domains like strategic games or privacy. I approach many of these problems by drawing on formal models of rational inference as a basis for comparison and proposing solutions.
My interests lie in challenges and limitations that arise when people theorize and draw inductive inferences from data. My research on uncertainty representation and interactive data analysis explores how to best align data-driven interfaces and summaries with human reasoning capabilities, how to understand the role of interactive analysis across different stages of a statistical workflow, how to evaluate data interfaces as well as the experiments researchers use to identify differences between them, and how to develop tools that support reasoning under uncertainty in domains like strategic games or privacy. I approach many of these problems by drawing on formal models of rational inference as a basis for comparison and proposing solutions.
Research Interests
Papers共 121 篇Author StatisticsCo-AuthorSimilar Experts
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The Behavioral and brain sciences (2024): e49-e49
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICSno. 1 (2024): 338-347
ACM Conference on Fairness, Accountability and Transparency (2024): 221-236
Fumeng Yang, Mandi Cai, Chloe Mortenson, Hoda Fakhari,Ayse D. Lokmanoglu,Jessica Hullman,Steven Franconeri,Nicholas Diakopoulos,Erik C. Nisbet,Matthew Kay
CoRR (2024)
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IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICSno. 1 (2024): 208-218
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICSno. 1 (2024): 934-943
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