My Research Interests
- dimension reduction: sufficient, contrastive, fair
- interpretable machine learning
- biostatistics
- teaching statistics
Publications
- Hawke S, Zhang E, Chen J, Li D. Contrastive Dimension Reduction: A Systematic Review. WIREs Computational Statistics. 2026.
- Chen F, Belgique ST, Hawke S, Jackson C, Mitchell JD, Sullivan K, Boscardin CK, Willie C, Qaqish BF, Martinelli SM. Professionalism Perceptions: A Comparison of Anesthesiology Trainees and Attendings. Anesthesiology. 2026 Feb 5;144(5):1216–1225.
- Hawke S, Ma YE, Li D. Contrastive Dimension Reduction: When and How? Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS); 2024.
- Hawke S, Luo H, Li D. Contrastive Inverse Regression for Dimension Reduction. New England Journal of Statistics in Data Science. 2024.
- Ciccone EJ, Zhu DR, Gunderson AK, Hawke S, Ajeen R, Lodge EK, Shook-Sa BE, Ajeen R, Lodge EK, Shook-Sa BE, et al. Magnitude and Durability of the Antibody Response to mRNA-Based Vaccination Among SARS-CoV-2 Seronegative and Seropositive Health Care Personnel. Open Forum Infectious Diseases. 2024.
- Boyce RM, Muhindo E, Baguma E, Muhindo R, Shem B, François R, Hawke S, et al. Permethrin-Treated Baby Wraps for the Prevention of Malaria: Results of a Randomized Controlled Pilot Study in Rural Uganda. Malaria Journal. 2022.