AI for Social Work, Public Health, and Medical Decision Making
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization.” In International Joint Conference on Artificial Intelligence (IJCAI) 8/3/2024. Jeju Island, South Korea.
. 8/3/2024. “
Towards Zero Shot Learning in Restless Multi-armed Bandits: Extended Abstract.” International Conference on Autonomous Agents and Multiagent Systems (AAMAS). Auckland, New Zealand.
. 5/5/2024. “
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning.” International Conference on Autonomous Agents and Multiagent Systems (AAMAS). Auckland, New Zealand.Abstract
. 5/1/2024. “
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare.” International Joint Conference on Artificial Intelligence (IJCAI).Abstract
. 8/2023. “
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program.” In AAAI Conference on Artificial Intelligence.
. 2/9/2023. “
Optimization and Planning of Limited Resources for Assisting Non-Profits in Improving Maternal and Child Health.” INFORMS Doing Good with Good OR.Abstract
. 10/16/2022. “
Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning.” In Uncertainty in Artificial Intelligence (UAI).Abstract
. 8/2022. “
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria.” In International Joint Conference on AI (IJCAI) 7/2022. Abstract
. 7/2022. “
Sequential Network Planning Problems for Public Health Applications.” PhD Thesis, Computer Science, Harvard University.Abstract
. 3/31/2022. “
Networked Restless Multi-Armed Bandits for Mobile Interventions.” In 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022). Online.
. 5/2022. “
Efficient Algorithms for Finite Horizon and Streaming RestlessMulti-Armed Bandit Problems.” In International Conference on Autonomous Agents and Multiagent Systems (AAMAS).
. 5/2022. “
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health.” In AAAI Conference on Artificial Intelligence. Vancouver, Canada.Abstract
. 2/2022. “
Restless Bandits in the Field: Real-World Study for Improving Maternal and Child Health Outcomes.” In MLPH: Machine Learning in Public Health NeurIPS 2021 Workshop.Abstract
. 12/2021. “
Contingency-Aware Influence Maximization: A Reinforcement Learning Approach.” In Conference on Uncertainty in Artificial Intelligence.
. 7/25/2021. “
Risk-Aware Interventions in Public Health: Planning with Restless Multi-Armed Bandits.” In 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS). London, UK.Abstract
. 5/7/2021. “