Work in Progress
Off-policy Distributional Reinforcement Learning, M. Mohammadi, Q. Zheng, and R.Zhu
Offline Constraint Distributional Reinforcement Learning, M. Mohammadi, Q. Zheng, and R.Zhu
A Wasserstein-Equivalent Metric for the Space of Probability Distributions, M. Mohammadi
Publications
Theory and Methods
Collaborations
Medical Sciences
Michelle Villegas-Downs, Mehrdad Mohammadi, Aiguo Han,, William D. O'Brien Jr., Douglas G. Simpson, Tara A. Peters,Judith M. Schlaeger, and McFarlin, Barbara L. "Trajectory of Postpartum Cervical Remodeling in Women Delivering Full-term and Spontaneous Preterm: Sensitivity to Quantitative Ultrasound Biomarkers", Forthcoming in Ultrasound in Medicine & Biology,(2024) [pdf]
McFarlin, Barbara L., Michelle Villegas-Downs, Mehrdad Mohammadi, Aiguo Han, Douglas G. Simpson, and William D. O'Brien Jr. "Enhanced identification of women at risk for preterm birth via quantitative ultrasound: a prospective cohort study." American Journal of Obstetrics & Gynecology MFM 6, no. 5 (2024): 101250, [pdf]
McFarlin, Barbara L., Yuxuan Liu, Michelle Villegas-Downs, Mehrdad Mohammadi, Douglas G. Simpson, Aiguo Han, and William D. O'Brien Jr. "Predicting Spontaneous Pre-term Birth Risk Is Improved When Quantitative Ultrasound Data Are Included With Historical Clinical Data." Ultrasound in Medicine & Biology, 49, no. 5 (2023), [pdf]
Psychology