Phebe Vayanos
University of Southern California
H-index: 21
North America-United States
Top articles of Phebe Vayanos
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Distributionally Robust Optimization with Decision-Dependent Information Discovery | Optimization Letters | Fengqiao Luo Sanjay Mehrotra | 2020/11 |
Learning Fair Policies for Multi-Stage Selection Problems from Observational Data | Proceedings of the AAAI Conference on Artificial Intelligence | Zhuangzhuang Jia Grani A Hanasusanto Phebe Vayanos Weijun Xie | 2024/3/24 |
Learning optimal fair decision trees: Trade-offs between interpretability, fairness, and accuracy | Nathanael Jo Sina Aghaei Jack Benson Andres Gomez Phebe Vayanos | 2023/8/8 | |
ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription | arXiv preprint arXiv:2307.15691 | Patrick Vossler Sina Aghaei Nathan Justin Nathanael Jo Andrés Gómez | 2023/7/28 |
Fairness in contextual resource allocation systems: Metrics and incompatibility results | Proceedings of the AAAI Conference on Artificial Intelligence | Nathanael Jo Bill Tang Kathryn Dullerud Sina Aghaei Eric Rice | 2023/6/26 |
Learning Optimal and Fair Policies for Online Allocation of Scarce Societal Resources from Data Collected in Deployment | arXiv preprint arXiv:2311.13765 | Bill Tang Çağıl Koçyiğit Eric Rice Phebe Vayanos | 2023/11/23 |
Deploying a Robust Active Preference Elicitation Algorithm on MTurk: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization | Caroline M Johnston Patrick Vossler Simon Blessenohl Phebe Vayanos | 2023/10/30 | |
A community-partnered approach to social network data collection for a large and partial network | Field Methods | Maxwell Izenberg Ryan Brown Cora Siebert Ron Heinz Aida Rahmattalabi | 2023/5 |
Learning Optimal Classification Trees Robust to Distribution Shifts | arXiv preprint arXiv:2310.17772 | Nathan Justin Sina Aghaei Andrés Gómez Phebe Vayanos | 2023/10/26 |
Learning optimal fair classification trees | arXiv preprint arXiv:2201.09932 | Nathanael Jo Sina Aghaei Jack Benson Andrés Gómez Phebe Vayanos | 2022 |
Human-Subject Experiments on Risk-Based Cyber Camouflage Games | Palvi Aggarwal Shahin Jabbari Omkar Thakoor Edward A Cranford Phebe Vayanos | 2022/10/7 | |
Learning resource allocation policies from observational data with an application to homeless services delivery | Aida Rahmattalabi Phebe Vayanos Kathryn Dullerud Eric Rice | 2022/6/21 | |
Using algorithmic solutions to address gatekeeper training issues for suicide prevention on college campuses | Artificial Intelligence for Healthcare: Interdisciplinary Partnerships for Analytics-driven Improvements in a Post-COVID World | Anthony Fulginiti Aida Rahmattalabi Jarrod Call Phebe Vayanos Eric Rice | 2022/5/5 |
Learning Optimal Fair Classification Trees: Trade-offs Between Interpretability, Fairness, and Accuracy | arXiv preprint arXiv:2201.09932 | Nathanael Jo Sina Aghaei Andrés Gómez Phebe Vayanos | 2022/1/24 |
Conserving Biodiversity via Adjustable Robust Optimization | Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022), Workshop on Autonomous Agents for Social Good | Yingxiao Ye Christopher Doehring Angelos Georghiou Hugh Robinson Phebe Vayanos | 2022/1 |
ROC++: Robust optimization in C++ | INFORMS Journal on Computing | Phebe Vayanos Qing Jin George Elissaios | 2022/11 |
Fair influence maximization: A welfare optimization approach | Aida Rahmattalabi Shahin Jabbari Himabindu Lakkaraju Phebe Vayanos Max Izenberg | 2021 | |
Optimal robust classification trees | Nathan Justin Sina Aghaei Andres Gomez Phebe Vayanos | 2021/12/2 | |
Strong optimal classification trees | arXiv preprint arXiv:2103.15965 | Sina Aghaei Andrés Gómez Phebe Vayanos | 2021/3/29 |
Correlates of housing sustainability among youth placed into permanent supportive housing and rapid re-housing: A survival analysis | Journal of Adolescent Health | Hsun-Ta Hsu Chyna Hill Monique Holguin Laura Petry Duncan McElfresh | 2021/10/1 |
Co-Authors
