Phebe Vayanos
Orcid: 0000-0001-7800-7235
According to our database1,
Phebe Vayanos
authored at least 52 papers
between 2006 and 2024.
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Bibliography
2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Learning Optimal and Fair Policies for Online Allocation of Scarce Societal Resources from Data Collected in Deployment.
CoRR, 2023
ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription.
CoRR, 2023
Deploying a Robust Active Preference Elicitation Algorithm: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization.
CoRR, 2023
Deploying a Robust Active Preference Elicitation Algorithm on MTurk: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization.
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, 2023
Learning Optimal Fair Decision Trees: Trade-offs Between Interpretability, Fairness, and Accuracy.
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023
Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Learning Resource Allocation Policies from Observational Data with an Application to Homeless Services Delivery.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Proceedings of the Decision and Game Theory for Security - 11th International Conference, 2020
Proceedings of the Adaptive Autonomous Secure Cyber Systems., 2020
2019
Proc. ACM Hum. Comput. Interact., 2019
Robust Multiclass Queuing Theory for Wait Time Estimation in Resource Allocation Systems.
Manag. Sci., 2019
Social Network Based Substance Abuse Prevention via Network Modification (A Preliminary Study).
CoRR, 2019
Learning to Signal in the Goldilocks Zone: Improving Adversary Compliance in Security Games.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Decision and Game Theory for Security - 10th International Conference, 2019
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Robust Peer-Monitoring on Graphs with an Application to Suicide Prevention in Social Networks.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Warning Time: Optimizing Strategic Signaling for Security Against Boundedly Rational Adversaries.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
From Empirical Analysis to Public Policy: Evaluating Housing Systems for Homeless Youth.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
A Robust Optimization Approach to Designing Near-Optimal Strategies for Constant-Sum Monitoring Games.
Proceedings of the Decision and Game Theory for Security - 9th International Conference, 2018
Proceedings of the Decision and Game Theory for Security - 9th International Conference, 2018
Designing Fair, Efficient, and Interpretable Policies for Prioritizing Homeless Youth for Housing Resources.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018
Learning about Cyber Deception through Simulations: Predictions of Human Decision Making with Deceptive Signals in Stackelberg Security Games.
Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
Partially Generative Neural Networks for Gang Crime Classification with Partial Information.
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018
Utilizing Housing Resources for Homeless Youth Through the Lens of Multiple Multi-Dimensional Knapsacks.
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018
Strategic Coordination of Human Patrollers and Mobile Sensors With Signaling for Security Games.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 3rd International Workshop on Social Influence Analysis co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017
Staying Ahead of the Game: Adaptive Robust Optimization for Dynamic Allocation of Threat Screening Resources.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Evidence From the Past: AI Decision Aids to Improve Housing Systems for Homeless Youth.
Proceedings of the 2017 AAAI Fall Symposia, Arlington, Virginia, USA, November 9-11, 2017, 2017
2013
PhD thesis, 2013
2012
2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
2010
Characterisation of Signal Modality: Exploiting Signal Nonlinearity in Machine Learning and Signal Processing.
J. Signal Process. Syst., 2010
2008
Int. J. Neural Syst., 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Proceedings of the Advances in Nonlinear Speech Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006