Publications Archive - Page 3 of 14 - USC Center for Artificial Intelligence in Society

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

Robust Optimization with Decision-Dependent Information Discovery

08/22/2022

Under Review at Management Science

Phebe Vayanos, Angelos Georghiou, and Han Yu

http://www.optimization-online.org/DB_FILE/2019/09/7375.pdf

Fragile Earth: AI for Climate Mitigation, Adaptation, and Environmental Justice

08/14/2022

Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Naoki Abe, Kathleen Buckingham, Bistra Dilkina, Emre Eftelioglu, Auroop R Ganguly, James Hodson, Ramakrishnan Kannan, Rose Yu

https://dl.acm.org/doi/abs/10.1145/3534678.3542906

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

Landscape Optimization for Prescribed Burns in Wildfire Mitigation Planning

06/29/2022

ACM SIGCAS/SIGCHI Conference on Computing and Sustainable Societies (COMPASS)

Weizhe Chen, Eshwar Prasad Sivaramakrishnan, Bistra Dilkina

https://dl.acm.org/doi/pdf/10.1145/3530190.3534816

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

Publications

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