From planning defense infrastructure to advancing precision agriculture, data drive critical decisions—but what happens when the data are missing or incomplete?
The symposium will explore creative statistical methods for combining data to navigate incomplete records, work in low-resource settings, and characterize rare events. Panelists will discuss techniques for working with minimal labeled data, adding supplemental observations, fusing disparate data sets, and filling in the gaps with synthetic data, as well as the challenges that such methods pose.
Event description based directly on original source.
Events / Doing More With Less: Efficient Approaches to Data Scarcity
Doing More With Less: Efficient Approaches to Data Scarcity
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National Academies
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