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Aparna Taneja

14 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

AAMAS ×5AAAI ×4ECAI ×1ICLR ×1IJCAI ×1NeurIPS ×1UAI ×1

Frequent coauthors

Yunfan Zhao
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Arpan Dasgupta
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Biyonka Liang
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Niclas Boehmer
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Nikhil Behari
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Sanket Shah
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Shresth Verma
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Arshika Lalan
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Soumyabrata Pal
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Gargi Singh
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Papers

  1. Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health
    AAMAS 2025 ·
    Arpan Dasgupta
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  2. Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours
    ECAI 2025 ·
    Arpan Dasgupta
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  3. Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
    AAAI 2025 ·
    Biyonka Liang
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  4. Evaluating Index-based Treatment Allocation in Underresourced Communities
    AAAI 2025 ·
    Niclas Boehmer
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  5. The Bandit Whisperer: Communication Learning for Restless Bandits
    AAAI 2025 ·
    Yunfan Zhao
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  6. Towards Foundation-model-based Multiagent System to Accelerate AI for Social Impact
    AAMAS 2025 ·
    Yunfan Zhao
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  7. A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
    NeurIPS 2024 ·
    Nikhil Behari
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  8. Efficient Public Health Intervention Planning Using Decomposition-Based Decision-focused Learning
    AAMAS 2024 ·
    Sanket Shah
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  9. Group Fairness in Predict-Then-Optimize Settings for Restless Bandits
    UAI 2024 ·
    Shresth Verma
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  10. Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms
    AAAI 2024 ·
    Arshika Lalan
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  11. Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time Slot Selection
    AAMAS 2024 ·
    Soumyabrata Pal
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  12. Towards Fairness constrained Restless Multi-Armed Bandits: a Case Study of Maternal and child Care Domain
    ICLR 2024 ·
    Gargi Singh
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  13. Towards Zero Shot Learning in Restless Multi-armed Bandits
    AAMAS 2024 ·
    Yunfan Zhao
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  14. Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization
    IJCAI 2024 ·
    Yunfan Zhao
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