Elisa Celis

schoolYale Universitybar_chart#5450 Global Rank

Total Papers

HCI Rank

#5450

Research Areas

Years Active

Recent Publications

Revisiting Group Fairness Metrics: The Effect of Networks

There is an increasing amount of work studying fairness in socio-technical settings from a computational perspective. In this context, a variety of metrics have been introduced to measure fairness in different settings. Most of these metrics, however, do not account for the interactions between individuals or evaluate…

CSCW '22CorrespondingData, Bias and Fairness

Revisiting Group Fairness Metrics: The Effect of Networks

CSCW '201st AuthorHuman-AI Collaboration / Images in AI

Implicit Diversity in Image Summarization

Studies have shown that the people depicted in image search results tend to be of majority groups with respect to socially salient attributes such as gender or race. This skew goes beyond that which already exists in the world – i.e., the search results for images of people are more imbalanced than the ground truth wo…

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