Publications Archive - USC Center for Artificial Intelligence in Society

Local Branching Relaxation Heuristics for Integer Linear Programs

05/29/2023

20th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR)

Taoan Huang, Aaron Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner

https://arxiv.org/abs/2212.08183

Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results

12/06/2022

To be published in 37th AAAI Conference on Artificial Intelligence

Nathanael Jo, Bill Tang, Kathryn Dullerud, Sina Aghaei, Eric Rice, Phebe Vayanos

https://arxiv.org/abs/2212.01725

Quantitative Investigation of Wildlife Trafficking Supply Chains: A Review

02/01/2023

Omega

Burcu B. Keskin, Emily C. Griffine, Jonathan O. Prell, Bistra Dilkina, Aaron Ferber, John MacDonald, Rowan Hilend, Stanley Griffis, Meredith L. Gore

https://www.sciencedirect.com/science/article/pii/S0305048322001876

Using machine learning to determine the shared and unique risk factors for marijuana use among child-welfare versus community adolescents

09/22/2022

PLOS One

Sonya Negriff, Bistra Dilkina, Laksh Matai, Eric Rice

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0274998

ROC ++: Robust Optimization in C ++

09/06/2022

INFORMS Journal on Computing

Phebe Vayanos, Qing Jin, George Elissaios

https://pubsonline.informs.org/doi/10.1287/ijoc.2022.1209

Learning Optimal Fair Decision Trees

Under review at ACM conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO'22), 2022

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

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

Deadline-aware multi-agent tour planning

07/24/2022

International Joint Conference on Artificial Intelligence (IJCAI) 2022 Workshop on Heuristic Search in Industry

Taoan Huang, Vikas Shivashankar, Michael Caldara, Joseph W. Durham, Jiaoyang Li, Bistra Dilkina, Sven Koenig

https://www.amazon.science/publications/deadline-aware-multi-agent-tour-planning

A Discussion on the Scalability of Heuristic Approximators (Extended Abstract)

07/21/2022

Symposium on Combinatorial Search (SoCS)

Sumedh Pendurkar, Taoan Huang, Sven Koenig and Guni Sharon

https://taoanhuang.github.io/files/socs22ea.pdf

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

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