Phebe Vayanos
University of Southern California
H-index: 21
North America-United States
Top articles of Phebe Vayanos
Distributionally Robust Optimization with Decision-Dependent Information Discovery
Optimization Letters
2020/11
Learning Fair Policies for Multi-Stage Selection Problems from Observational Data
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Phebe Vayanos
H-Index: 11
Weijun Xie
H-Index: 14
Learning Optimal and Fair Policies for Online Allocation of Scarce Societal Resources from Data Collected in Deployment
arXiv preprint arXiv:2311.13765
2023/11/23
Eric Rice
H-Index: 39
Phebe Vayanos
H-Index: 11
Deploying a Robust Active Preference Elicitation Algorithm on MTurk: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization
2023/10/30
Patrick Vossler
H-Index: 1
Phebe Vayanos
H-Index: 11
Learning Optimal Classification Trees Robust to Distribution Shifts
arXiv preprint arXiv:2310.17772
2023/10/26
Sina Aghaei
H-Index: 2
Phebe Vayanos
H-Index: 11
Learning optimal fair decision trees: Trade-offs between interpretability, fairness, and accuracy
2023/8/8
ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription
arXiv preprint arXiv:2307.15691
2023/7/28
Fairness in contextual resource allocation systems: Metrics and incompatibility results
Proceedings of the AAAI Conference on Artificial Intelligence
2023/6/26
A community-partnered approach to social network data collection for a large and partial network
Field Methods
2023/5
Human-Subject Experiments on Risk-Based Cyber Camouflage Games
2022/10/7
Learning resource allocation policies from observational data with an application to homeless services delivery
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
2022/5/5
Learning Optimal Fair Classification Trees: Trade-offs Between Interpretability, Fairness, and Accuracy
arXiv preprint arXiv:2201.09932
2022/1/24
Sina Aghaei
H-Index: 2
Phebe Vayanos
H-Index: 11
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
2022/1
Hugh Robinson
H-Index: 20
Phebe Vayanos
H-Index: 11
Learning optimal fair classification trees
arXiv preprint arXiv:2201.09932
2022
Sina Aghaei
H-Index: 2
Phebe Vayanos
H-Index: 11
ROC++: Robust optimization in C++
INFORMS Journal on Computing
2022/11
Phebe Vayanos
H-Index: 11
Qing Jin
H-Index: 10
Optimal robust classification trees
2021/12/2
Correlates of housing sustainability among youth placed into permanent supportive housing and rapid re-housing: A survival analysis
Journal of Adolescent Health
2021/10/1
Hsun-Ta Hsu
H-Index: 10
Chyna Hill
H-Index: 0
Laura Petry
H-Index: 2
Phebe Vayanos
H-Index: 11
Eric Rice
H-Index: 39
Learning optimal prescriptive trees from observational data
arXiv preprint arXiv:2108.13628
2021/8/31
Sina Aghaei
H-Index: 2
Phebe Vayanos
H-Index: 11
Cost-sharing mechanism design for ride-sharing
Transportation Research Part B: Methodological
2021/8/1
Phebe Vayanos
H-Index: 11
Co-Authors
