Current Appointments & Affiliations
Assistant Professor of Statistical Science
·
2025 - Present
Statistical Science,
Trinity College of Arts & Sciences
Assistant Professor of Mathematics
·
2026 - Present
Mathematics,
Trinity College of Arts & Sciences
Recent Publications
Nonparametric IPSS: fast, flexible feature selection with false discovery control.
Journal Article Bioinformatics (Oxford, England) · May 2025 MotivationFeature selection is a critical task in machine learning and statistics. However, existing feature selection methods either (i) rely on parametric methods such as linear or generalized linear models, (ii) lack theoretical false discovery ... Full text Open Access CiteIdentification of blood plasma protein ratios for distinguishing Alzheimer's disease from healthy controls using machine learning
Journal Article Heliyon · February 2025 Full text Open Access CiteIntegrated Path Stability Selection
Journal Article Journal of the American Statistical Association · January 1, 2025 Stability selection is a popular method for improving feature selection algorithms. One of its key attributes is that it provides theoretical upper bounds on the expected number of false positives, E(FP), enabling false positive control in practice. Howeve ... Full text Open Access CiteEducation, Training & Certifications
Duke University ·
2022
Ph.D.
Dartmouth College ·
2013
B.A.