基本信息
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Bio
I am currently Ginni Rometty Professor of Computer Science and Faculty Fellow at the Institute for Policy Research at Northwestern University.
My research develops interface tools and theoretical frameworks for helping people combine their knowledge with statistical models, in settings ranging from scientific research to use of predictive models for policy decisions to everyday scenarios like election forecasting. I work between theory and application, grounding my contributions in formal models of rational inference such as Bayesian decision theory while addressing real world applied problems. My current interests include designing to achieve human-AI complementarity and quantifying and expressing prediction uncertainty. I maintain an active interest in metascience and statistical reform.
My work has been awarded with multiple best paper and honorable mention awards at top visualization and HCI venues, a Microsoft Faculty award, a Google Faculty award, and NSF CAREER, Medium, and Small awards as PI, among thers. I frequently speak and blog on topics related to uncertainty quantification, data-driven decision making and interactive interfaces.
My research develops interface tools and theoretical frameworks for helping people combine their knowledge with statistical models, in settings ranging from scientific research to use of predictive models for policy decisions to everyday scenarios like election forecasting. I work between theory and application, grounding my contributions in formal models of rational inference such as Bayesian decision theory while addressing real world applied problems. My current interests include designing to achieve human-AI complementarity and quantifying and expressing prediction uncertainty. I maintain an active interest in metascience and statistical reform.
My work has been awarded with multiple best paper and honorable mention awards at top visualization and HCI venues, a Microsoft Faculty award, a Google Faculty award, and NSF CAREER, Medium, and Small awards as PI, among thers. I frequently speak and blog on topics related to uncertainty quantification, data-driven decision making and interactive interfaces.
Research Interests
Papers共 123 篇Author StatisticsCo-AuthorSimilar Experts
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CHI 2025pp.1-20, (2025)
Sebastian Musslick, Laura K Bartlett, Suyog H Chandramouli,Marina Dubova,Fernand Gobet,Thomas L Griffiths,Jessica Hullman,Ross D King, J Nathan Kutz,Christopher G Lucas, Suhas Mahesh, Franco Pestilli,Sabina J Sloman, William R Holmes
Proceedings of the National Academy of Sciences of the United States of Americano. 5 (2025): e2401238121-e2401238121
CHI 2025pp.1-26, (2025)
CoRR (2025)
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CHI 2025pp.1-15, (2025)
CoRR (2025)
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Behavioral and Brain Sciences (2024)
AMERICAN STATISTICIANno. 3 (2024): 267-272
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICSno. 1 (2024): 338-347
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Author Statistics
#Papers: 123
#Citation: 5487
H-Index: 34
G-Index: 73
Sociability: 5
Diversity: 2
Activity: 63
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