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Nick Pierrelouis

Observed name: Pierrelouis, Nick
Observed institution: Marymount University
ORCID: 0009-0009-8557-5471
Observed ORCID: 0009-0009-8557-5471
OpenAlex ID: A5157549365
Protecting healthcare machine learning from membership inference: code and data
2026 · Pierrelouis, Nick, Liu, Xiang · Zenodo (CERN European Organization for Nuclear Research)
dp-budget-accounting: code and measurements for 'Liquidating the Fund: Differential Privacy and the Accounting of an Exhaustible Stock'
2026 · Pierrelouis, Nick · Zenodo (CERN European Organization for Nuclear Research)
Attribute inference with membership and capacity-matched controls: code and results
2026 · Pierrelouis, Nick · Zenodo (CERN European Organization for Nuclear Research)
Optimizing differential privacy parameters in machine learning healthcare models: codebook
2026 · Pierrelouis, Nick · Zenodo (CERN European Organization for Nuclear Research)
adaptive-dp-ecg: reproduction code for 'A fixed privacy budget does not fix the utility cost of noise allocation'
2026 · Pierrelouis, Nick, Liu, Michelle · Zenodo (CERN European Organization for Nuclear Research)
Works count: 6
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