PPaperPicks

Aparna Taneja

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

DBLP profile ↗ORCID search ↗

Venues

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

Frequent coauthors

Milind Tambe
×14
Yunfan Zhao
×6
Dheeraj Nagaraj
×4
Arun Suggala
×3
Niclas Boehmer
×3
Sanket Shah
×3
Nikhil Behari
×3
Edwin Zhang
×3
Arpan Dasgupta
×2
Karthikeyan Shanmugam
×2
Aparna Hegde
×2
Lucas Janson
×2

Papers

  1. Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health
    AAMAS 2025 ·
    Arpan Dasgupta
    ,
    Gagan Jain
    ,
    Arun Suggala
    ,
    Karthikeyan Shanmugam
    ,
    Milind Tambe
    , Aparna Taneja
  2. Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours
    ECAI 2025 ·
    Arpan Dasgupta
    ,
    Sarvesh Gharat
    ,
    Neha Madhiwalla
    ,
    Aparna Hegde
    ,
    Milind Tambe
    , Aparna Taneja
  3. Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
    AAAI 2025 ·
    Biyonka Liang
    ,
    Lily Xu
    , Aparna Taneja,
    Milind Tambe
    ,
    Lucas Janson
  4. Evaluating Index-based Treatment Allocation in Underresourced Communities
    AAAI 2025 ·
    Niclas Boehmer
    ,
    Yash Nair
    ,
    Sanket Shah
    ,
    Lucas Janson
    , Aparna Taneja,
    Milind Tambe
  5. The Bandit Whisperer: Communication Learning for Restless Bandits
    AAAI 2025 ·
    Yunfan Zhao
    ,
    Tonghan Wang
    ,
    Dheeraj Mysore Nagaraj
    , Aparna Taneja,
    Milind Tambe
  6. Towards Foundation-model-based Multiagent System to Accelerate AI for Social Impact
    AAMAS 2025 ·
    Yunfan Zhao
    ,
    Niclas Boehmer
    , Aparna Taneja,
    Milind Tambe
  7. A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
    NeurIPS 2024 ·
    Nikhil Behari
    ,
    Edwin Zhang
    ,
    Yunfan Zhao
    , Aparna Taneja,
    Dheeraj Nagaraj
    ,
    Milind Tambe
  8. Efficient Public Health Intervention Planning Using Decomposition-Based Decision-focused Learning
    AAMAS 2024 ·
    Sanket Shah
    ,
    Arun Suggala
    ,
    Milind Tambe
    , Aparna Taneja
  9. Group Fairness in Predict-Then-Optimize Settings for Restless Bandits
    UAI 2024 ·
    Shresth Verma
    ,
    Yunfan Zhao
    ,
    Sanket Shah
    ,
    Niclas Boehmer
    , Aparna Taneja,
    Milind Tambe
  10. Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms
    AAAI 2024 ·
    Arshika Lalan
    ,
    Shresth Verma
    ,
    Paula Rodriguez Diaz
    ,
    Panayiotis Danassis
    ,
    Amrita Mahale
    ,
    Kumar Madhu Sudan
    ,
    Aparna Hegde
    ,
    Milind Tambe
    , Aparna Taneja
  11. Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time Slot Selection
    AAMAS 2024 ·
    Soumyabrata Pal
    ,
    Milind Tambe
    ,
    Arun Suggala
    ,
    Karthikeyan Shanmugam
    , Aparna Taneja
  12. Towards Fairness constrained Restless Multi-Armed Bandits: a Case Study of Maternal and child Care Domain
    ICLR 2024 ·
    Gargi Singh
    ,
    Milind Tambe
    , Aparna Taneja
  13. Towards Zero Shot Learning in Restless Multi-armed Bandits
    AAMAS 2024 ·
    Yunfan Zhao
    ,
    Nikhil Behari
    ,
    Edward Hughes
    ,
    Edwin Zhang
    ,
    Dheeraj Nagaraj
    ,
    Karl Tuyls
    , Aparna Taneja,
    Milind Tambe
  14. Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization
    IJCAI 2024 ·
    Yunfan Zhao
    ,
    Nikhil Behari
    ,
    Edward Hughes
    ,
    Edwin Zhang
    ,
    Dheeraj Nagaraj
    ,
    Karl Tuyls
    , Aparna Taneja,
    Milind Tambe