Miriam Dennis

Munitions Directorate Air Force Research Lab Eglin Air Force Base, Florida, USA

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Publication activitypapers/week, last 8 weeks

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Constitutional AI & AI Ethics (1)Data Curation & Synthetic Data (1)

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Alexander Benvenuti (1)Brandon Fallin (1)Calvin Hawkins (1)Brendan Bialy (1)

Papers (1)

Feb 25, 2026

2w ago·also Munitions Directorate Air Force Research Lab Eglin Air Force Base, UF

Differentially Private Data-Driven Markov Chain Modeling

Achieve differentially private Markov chain modeling with minimal impact on accuracy, showing less than 2% error in the stationary distribution under typical privacy settings.

Alexander Benvenuti, Brandon Fallin, Calvin Hawkins +4

Constitutional AI & AI Ethics Data Curation & Synthetic Data

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Miriam Dennis

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)