Stephanie Eckman
Stephanie Eckman
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Data Quality, Data Centric AI
Helping data scientists collect more accurate training data, decreasing the cost and time needed to train models
Coverage & Selection Bias
My research has explored undercoverage bias in surveys around the world
Innovative Sampling Methods
Alternative sampling approaches which do not depend on up-to-date census data or interviewer involvement
Role of Incentives in Data Construction
The incentives of those producing data impact the quality of the data
Passive Data Collection
Data collected without the involvement of the respondent can improve quality
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