Exploring predictors of substance use disorder treatment engagement with machine learning: The impact of social determinants of health in the therapeutic landscape 06/08/2024 Journal of Substance Use and Addiction Treatment David Eddie, John Prindle, Paul Somodi, Isaac Gerstmann, Bistra Dilkina, Shaddy K. Saba, Graham DiGuiseppi, Michael Dennis, Jordan P. Davis https://www.sciencedirect.com/science/article/abs/pii/S2949875924001474?dgcid=author
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information 12/14/2023 37th Conference on Neural Information Processing Systems (NeurIPS 2023) Arman Zharmagambetov, Brandon Amos, Aaron Ferber, Taoan Huang, Bistra Dilkina, Yuandong Tian https://proceedings.neurips.cc/paper_files/paper/2023/file/574f145eac328cc4aaf9358e27120eb5-Paper-Conference.pdf
Learning Optimal Classification Trees Robust to Distribution Shifts 10/26/2023 Under review at Operations Research Nathan Justin, Sina Aghaei, Andrés Gómez, Phebe Vayanos https://arxiv.org/abs/2310.17772
Digital Epidemiological Approaches in HIV Research: a Scoping Methodological Review 11/02/2023 Current HIV/AIDS Reports Lindsay E. Young, Yuanfeixue Nan, Eugene Jang, & Robin Stevens https://link.springer.com/article/10.1007/s11904-023-00673-x
Longitudinal Associations between Homelessness and Substance Use: Investigating Demographic Differences for Young Adults in Treatment 10/27/2023 Substance Use & Misuse Graham T. DiGuiseppi, John Prindle, Eric R. Rice, Jordan P. Davis https://www.tandfonline.com/doi/abs/10.1080/10826084.2023.2267124
Multiplying the impact of conservation funding using spatial exchange rates 10/05/2023 Frontiers in Ecology and the Environment Paul R Armsworth, Bistra Dilkina, Joe Fargione, Maria Fisher, Rachel Fovargue, Jamal Harris, Heather B Jackson, Diane Le Bouille, Christoph Nolte, Casey Richards https://doi.org/10.1002/fee.2678
Effects of Online Friendships on Safer Sex Communication and Behavior among Black Sexual Minority Men: A Study of Network Exposure 09/15/0023 Health Communication LIndsay E. Young https://www.tandfonline.com/doi/full/10.1080/10410236.2023.2258309
Learning Optimal Fair Decision Trees: Trade-offs Between Interpretability, Fairness, and Accuracy 08/08/2023 AAAI/ACM Conference on AI, Ethics, and Society (AIES ’23) Nathanael Jo, Sina Aghaei, Jack Benson, Andres Gomez, Phebe Vayanos https://arxiv.org/pdf/2201.09932.pdf
Strong Optimal Classification Trees 07/18/2023 Under Review at Operations Research Sina Aghaei, Andres Gomez, Phebe Vayanos http://www.optimization-online.org/DB_FILE/2021/01/8220.pdf
Who Supports the Troops? Social Support Domains and Sources in Active Duty Army Networks 07/17/2023 Armed Forces & Society Nicholas Barr, Laura Petry, Anthony Fulginiti, Anil Arora, Julie Cederbaum, Carl Castro, Eric Rice https://journals.sagepub.com/doi/abs/10.1177/0095327X231182907