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Aparna Taneja

Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning

Mar 08, 2024
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A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health

Feb 23, 2024
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Evaluating the Effectiveness of Index-Based Treatment Allocation

Feb 19, 2024
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A Bayesian Approach to Online Learning for Contextual Restless Bandits with Applications to Public Health

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Feb 07, 2024
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Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation

Nov 13, 2023
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Towards Zero Shot Learning in Restless Multi-armed Bandits

Oct 23, 2023
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Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare

May 22, 2023
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Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation

Feb 06, 2023
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Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits

Jan 19, 2023
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Optimistic Whittle Index Policy: Online Learning for Restless Bandits

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May 30, 2022
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