Selection is a task that chooses one element from a finite public candidate range to maximize a data-dependent score. In differential privacy (DP), the exponential mechanism (EM) samples a candidate at a temperature calibrated to the global sensitivity. In this paper, we study when dataset-dependent sensitivity can saf...
Assessing a critical-material supply chain first requires a map: which components make up a technology, which materials those components need, and which countries produce those materials. Building such maps is slow, manual work, which limits how many technologies an analyst can screen. We introduce STDN-GEN, a system i...
Aaron Schroeder, Mandy L. Wilson, Galen Harrison et al.· Research Square· 0 citations
The epiDAMIK workshop serves as a platform for advancing the utilization of data-driven methods in the fields of epidemiology and public health research. These fields have seen relatively limited exploration of data-driven approaches compared to other disciplines. Therefore, our primary objective is to foster the growt...
Alexander Rodríguez, B. Adhikari, A. Srivastava et al.· Proceedings of the 32nd ACM...· 0 citations
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