Publications Archive - Page 5 of 15 - USC Center for Artificial Intelligence in Society

Learning Optimal Fair Decision Trees

06/22/2022

Proceedings of the 19th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR), 2022.

Nathanael Jo, Sina Aghaei, Jack Benson, Andres Gomez, Phebe Vayanos

Perceived safety in community and service settings among young adults experiencing homelessness: Differences by sexual and gender identity

06/16/2022

American Journal of Community Psychology

Graham DiGuiseppi, Sara Semborski, Harmony Rhoades, Jeremy Goldbach, Benjamin F. Henwood

https://onlinelibrary.wiley.com/doi/10.1002/ajcp.12606

Getting to the root of the problem: A decision-tree analysis for suicide risk among young people experiencing homelessness

06/01/2022

Journal of the Society for Social Work and Research

Anthony Fulginiti, Avi Segal, Jennifer WIlson, Chyna Hill, Milind Tambe, Carl Castro, and Eric Rice

https://www.journals.uchicago.edu/doi/epdf/10.1086/715211

Disaster world: decision-theoretic agents for simulating population responses to hurricanes

05/18/2022

Computational and Mathematical Organization Theory

David V Pynadath, Bistra Dilkina, David C Jeong, Richard S John, Stacy C Marsella, Chirag Merchant, Lynn C Miller, Stephen J Read

https://link.springer.com/article/10.1007/s10588-022-09359-y

Sex differences in poly-victimization among youth experiencing homelessness prior to substance use treatment

07/01/2022

Child Abuse & Neglect

Graham T. DiGuiseppi, Colin R. Ring, Eric R. Rice, Jordan P. Davis

https://www.sciencedirect.com/science/article/pii/S0145213422001909?dgcid=author

Identifying individual and environmental predictors of opioid and psychostimulant use among adolescents and young adults following outpatient treatment

Drug and Alcohol Dependence

https://www.sciencedirect.com/science/article/abs/pii/S0376871622000965

Learning a Priority Ordering for Prioritized Planning in Multi-Agent Path Finding

02/22/2022

Association for the Advancement of Artificial Intelligence 2022 Annual Meeting

Shuyang Zhang, Jiaoyang Li, Taoan Huang, Sven Koenig, and Bistra Dilkina

https://taoanhuang.github.io/files/socs22a.pdf

A Community-Partnered Approach to Social Network Data Collection for a Large and Partial Network

02/15/2022

Field Methods

Maxwell Izenberg, Ryan Brown, Cora Siebert, Ron Heinz, Aida Rahmattalabi, Phebe Vayanos

https://journals.sagepub.com/doi/10.1177/1525822X221074769

Learning Optimal Fair Classification Trees

Under review for ACM Conference on Fairness, Accountability, and Transparency (FAccT)

Nathanael Jo, Sina Aghaei, Jack Benson, Andres Gomez, Phebe Vayanos

https://arxiv.org/pdf/2201.09932.pdf

Optimal Robust Classification Trees

02/28/2022

AAAI Workshop on Adversarial Machine Learning and Beyond

Nathan Justin, Sina Aghaei, Andres Gomez, Phebe Vayanos

https://openreview.net/pdf?id=HbasA9ysA3

Publications

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