Publications Archive - Page 2 of 15 - USC Center for Artificial Intelligence in Society

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

Moccasin: Efficient Tensor Rematerialization for Neural Networks

05/30/2023

ICML 2023

Burak Bartan, Haoming Li, Harris Teague, Christopher Lott, Bistra Dilkina

https://urldefense.com/v3/__https://arxiv.org/abs/2304.14463__;!!LIr3w8kk_Xxm!svoYK5MkKJNjvVL3sirL3tufwl5qX4nkAyYXffr1t-hTRjSkYfXWv9978RaNx6UpDxyxyFGTybdd4EoHJRI$

Learning Optimal Fair Decision Trees: Trade-offs between Interpretability, Fairness, Accuracy

05/06/2023

AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society. August 8–10, 2023

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

https://urldefense.com/v3/__https://arxiv.org/pdf/2201.09932.pdf__;!!LIr3w8kk_Xxm!qX76YP6KwTqu7nQgX9VfOiVPLsyzcUh1shL21-Ys19HtDlkkqCLnuTh4bZg-r4dvA4dn0g54T76fRkWtjbU$

ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription

07/01/2023

Revise and resubmit at Journal of Machine Learning Research

Patrick Vossler, Sina Aghaei, Nathan Justin, Nathanael Jo, Andrés Gómez, Phebe Vayanos

https://arxiv.org/abs/2307.15691

Learning Optimal and Fair Policies for Online Allocation of Scarce Societal Resources from Data Collected in Deployment

07/01/2023

Under review at Management Science

Bill Tang, Cagil Kocyigit, Eric Rice, Phebe Vayanos

https://arxiv.org/pdf/2311.13765.pdf

SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems

07/03/2023

Proceedings of the 40th International Conference on Machine Learning

Aaron M Ferber, Taoan Huang, Daochen Zha, Martin Schubert, Benoit Steiner, Bistra Dilkina, Yuandong Tian

https://proceedings.mlr.press/v202/ferber23a.html

Publications

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