Aparna Taneja

66 papers A* 19A 10Journal 27Unranked 9
YearRankTypeTitle / Venue / Authors
2025 A conf
Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health.
AAMAS
Arpan Dasgupta, Gagan Jain, Arun Suggala, Karthikeyan Shanmugam, Milind Tambe, Aparna Taneja
2025 A conf
Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours.
ECAI
Arpan Dasgupta, Sarvesh Gharat, Neha Madhiwalla, Aparna Hegde, Milind Tambe, Aparna Taneja
2025 J jnl
Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours.
CoRR
Arpan Dasgupta, Sarvesh Gharat, Neha Madhiwalla, Aparna Hegde, Milind Tambe, Aparna Taneja
2025 A* conf
Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits.
AAAI
Biyonka Liang, Lily Xu, Aparna Taneja, Milind Tambe, Lucas Janson
2025 A* conf
Evaluating Index-based Treatment Allocation in Underresourced Communities.
AAAI
Niclas Boehmer, Yash Nair, Sanket Shah, Lucas Janson, Aparna Taneja, Milind Tambe
2025 J jnl
LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused Evaluation.
CoRR
Sarah Martinson, Lingkai Kong, Cheol Woo Kim, Aparna Taneja, Milind Tambe
2025 J jnl
Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Improved Message Delivery in Mobile Maternal Health.
CoRR
Arpan Dasgupta, Mizhaan Maniyar, Awadhesh Srivastava, Sanat Kumar, Amrita Mahale, Aparna Hegde, Arun Sai Suggala, Karthikeyan Shanmugam, Aparna Taneja, Milind Tambe
2025 — conf
Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Optimizing Call Timing in Mobile Maternal Health.
MLHC
Arpan Dasgupta, Mizhaan Maniyar, Awadhesh Srivastava, Sanat Kumar, Amrita Mahale, Aparna Hegde, Arun Suggala, Karthikeyan Shanmugam, Milind Tambe, Aparna Taneja
2025 J jnl
Multilinguality in LLM-Designed Reward Functions for Restless Bandits: Effects on Task Performance and Fairness.
CoRR
Ambreesh Parthasarathy, Chandrasekar Subramanian, Ganesh Senrayan, Shreyash Adappanavar, Aparna Taneja, Balaraman Ravindran, Milind Tambe
2025 A* conf
The Bandit Whisperer: Communication Learning for Restless Bandits.
AAAI
Yunfan Zhao, Tonghan Wang, Dheeraj Mysore Nagaraj, Aparna Taneja, Milind Tambe
2025 A conf
Towards Foundation-model-based Multiagent System to Accelerate AI for Social Impact.
AAMAS
Yunfan Zhao, Niclas Boehmer, Aparna Taneja, Milind Tambe
2024 J jnl
A Bayesian Approach to Online Learning for Contextual Restless Bandits with Applications to Public Health.
CoRR
Biyonka Liang, Lily Xu, Aparna Taneja, Milind Tambe, Lucas Janson
2024 A* conf
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health.
NeurIPS
Nikhil Behari, Edwin Zhang, Yunfan Zhao, Aparna Taneja, Dheeraj Nagaraj, Milind Tambe
2024 J jnl
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health.
CoRR
Nikhil Behari, Edwin Zhang, Yunfan Zhao, Aparna Taneja, Dheeraj Nagaraj, Milind Tambe
2024 J jnl
Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health Program.
CoRR
Arpan Dasgupta, Gagan Jain, Arun Suggala, Karthikeyan Shanmugam, Milind Tambe, Aparna Taneja
2024 J jnl
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning.
CoRR
Sanket Shah, Arun Suggala, Milind Tambe, Aparna Taneja
2024 A conf
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-focused Learning.
AAMAS
Sanket Shah, Arun Suggala, Milind Tambe, Aparna Taneja
2024 J jnl
Evaluating the Effectiveness of Index-Based Treatment Allocation.
CoRR
Niclas Boehmer, Yash Nair, Sanket Shah, Lucas Janson, Aparna Taneja, Milind Tambe
2024 A conf
Group Fairness in Predict-Then-Optimize Settings for Restless Bandits.
UAI
Shresth Verma, Yunfan Zhao, Sanket Shah, Niclas Boehmer, Aparna Taneja, Milind Tambe
2024 J jnl
IRL for Restless Multi-Armed Bandits with Applications in Maternal and Child Health.
CoRR
Gauri Jain, Pradeep Varakantham, Haifeng Xu, Aparna Taneja, Prashant Doshi, Milind Tambe
2024 — conf
IRL for Restless Multi-armed Bandits with Applications in Maternal and Child Health.
PRICAI (5)
Gauri Jain, Pradeep Varakantham, Haifeng Xu, Aparna Taneja, Prashant Doshi, Milind Tambe
2024 A* conf
Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms.
AAAI
Arshika Lalan, Shresth Verma, Paula Rodriguez Diaz, Panayiotis Danassis, Amrita Mahale, Kumar Madhu Sudan, Aparna Hegde, Milind Tambe, Aparna Taneja
2024 J jnl
Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms.
CoRR
Arshika Lalan, Shresth Verma, Paula Rodriguez Diaz, Panayiotis Danassis, Amrita Mahale, Kumar Madhu Sudan, Aparna Hegde, Milind Tambe, Aparna Taneja
2024 A conf
Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time Slot Selection.
AAMAS
Soumyabrata Pal, Milind Tambe, Arun Suggala, Karthikeyan Shanmugam, Aparna Taneja
2024 J jnl
Leveraging AI to improve health information access in the World's largest maternal mobile health program.
AI Mag.
Shresth Verma, Arshika Lalan, Paula Rodriguez Diaz, Panayiotis Danassis, Amrita Mahale, Kumar Madhu Sudan, Aparna Hegde, Milind Tambe, Aparna Taneja
2024 J jnl
Preliminary Study of the Impact of AI-Based Interventions on Health and Behavioral Outcomes in Maternal Health Programs.
CoRR
Arpan Dasgupta, Niclas Boehmer, Neha Madhiwalla, Aparna Hegde, Bryan Wilder, Milind Tambe, Aparna Taneja
2024 J jnl
The Bandit Whisperer: Communication Learning for Restless Bandits.
CoRR
Yunfan Zhao, Tonghan Wang, Dheeraj Nagaraj, Aparna Taneja, Milind Tambe
2024 — conf
Towards Fairness constrained Restless Multi-Armed Bandits: a Case Study of Maternal and child Care Domain.
Tiny Papers @ ICLR
Gargi Singh, Milind Tambe, Aparna Taneja
2024 J jnl
Towards Foundation-model-based Multiagent System to Accelerate AI for Social Impact.
CoRR
Yunfan Zhao, Niclas Boehmer, Aparna Taneja, Milind Tambe
2024 A conf
Towards Zero Shot Learning in Restless Multi-armed Bandits.
AAMAS
Yunfan Zhao, Nikhil Behari, Edward Hughes, Edwin Zhang, Dheeraj Nagaraj, Karl Tuyls, Aparna Taneja, Milind Tambe
2024 A* conf
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization.
IJCAI
Yunfan Zhao, Nikhil Behari, Edward Hughes, Edwin Zhang, Dheeraj Nagaraj, Karl Tuyls, Aparna Taneja, Milind Tambe
2023 J jnl
Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation.
CoRR
Arshika Lalan, Shresth Verma, Kumar Madhu Sudan, Amrita Mahale, Aparna Hegde, Milind Tambe, Aparna Taneja
2023 — conf
Characterizing and Improving the Robustness of Predict-Then-Optimize Frameworks.
GameSec
Sonja Johnson-Yu, Jessie Finocchiaro, Kai Wang, Yevgeniy Vorobeychik, Arunesh Sinha, Aparna Taneja, Milind Tambe
2023 J jnl
Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits.
CoRR
Paritosh Verma, Shresth Verma, Aditya Mate, Aparna Taneja, Milind Tambe
2023 J jnl
Expanding impact of mobile health programs: SAHELI for maternal and child care.
AI Mag.
Shresth Verma, Gargi Singh, Aditya Mate, Paritosh Verma, Sruthi Gorantla, Neha Madhiwalla, Aparna Hegde, Divy Thakkar, Manish Jain, Milind Tambe, Aparna Taneja
2023 A* conf
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation.
AAAI
Paula Rodriguez Diaz, Jackson A. Killian, Lily Xu, Arun Sai Suggala, Aparna Taneja, Milind Tambe
2023 A* conf
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation.
ICML
Aditya Mate, Bryan Wilder, Aparna Taneja, Milind Tambe
2023 J jnl
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation.
CoRR
Aditya Mate, Bryan Wilder, Aparna Taneja, Milind Tambe
2023 A* conf
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care.
AAAI
Shresth Verma, Gargi Singh, Aditya Mate, Paritosh Verma, Sruthi Gorantla, Neha Madhiwalla, Aparna Hegde, Divy Thakkar, Manish Jain, Milind Tambe, Aparna Taneja
2023 A* conf
KDD 2023 International Workshop on Data Science for Social Good (DSSG-23).
KDD
Amulya Yadav, Aparna Taneja, Ayan Mukhopadhyay, Serina Chang
2023 A* conf
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare.
IJCAI
Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, Milind Tambe
2023 J jnl
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare.
CoRR
Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, Milind Tambe
2023 A conf
Modeling Robustness in Decision-Focused Learning as a Stackelberg Game.
AAMAS
Sonja Johnson-Yu, Kai Wang, Jessie Finocchiaro, Aparna Taneja, Milind Tambe
2023 A* conf
Optimistic Whittle Index Policy: Online Learning for Restless Bandits.
AAAI
Kai Wang, Lily Xu, Aparna Taneja, Milind Tambe
2023 A conf
Restless Multi-Armed Bandits for Maternal and Child Health: Results from Decision-Focused Learning.
AAMAS
Shresth Verma, Aditya Mate, Kai Wang, Neha Madhiwalla, Aparna Hegde, Aparna Taneja, Milind Tambe
2023 A* conf
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program.
AAAI
Jackson A. Killian, Arpita Biswas, Lily Xu, Shresth Verma, Vineet Nair, Aparna Taneja, Aparna Hegde, Neha Madhiwalla, Paula Rodriguez Diaz, Sonja Johnson-Yu, Milind Tambe
2023 A* conf
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health.
AAAI
Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe
2023 J jnl
Towards Zero Shot Learning in Restless Multi-armed Bandits.
CoRR
Yunfan Zhao, Nikhil Behari, Edward Hughes, Edwin Zhang, Dheeraj Nagaraj, Karl Tuyls, Aparna Taneja, Milind Tambe
2022 A* conf
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria.
IJCAI
Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corinne Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay
2022 J jnl
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria.
CoRR
Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corinne Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay
2022 J jnl
Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain.
CoRR
Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe
2022 A* conf
Facilitating Human-Wildlife Cohabitation through Conflict Prediction.
AAAI
Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad, Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe
2022 A* conf
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health.
AAAI
Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe
2022 J jnl
Optimistic Whittle Index Policy: Online Learning for Restless Bandits.
CoRR
Kai Wang, Lily Xu, Aparna Taneja, Milind Tambe
2021 J jnl
Facilitating human-wildlife cohabitation through conflict prediction.
CoRR
Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad, Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe
2021 J jnl
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health.
CoRR
Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe
2016 A conf
Underwater 3D capture using a low-cost commercial depth camera.
WACV
Sundara Tejaswi Digumarti, Gaurav Chaurasia, Aparna Taneja, Roland Siegwart, Amber Thomas, Paul A. Beardsley
2015 J jnl
Geometric Change Detection in Urban Environments Using Images.
IEEE Trans. Pattern Anal. Mach. Intell.
Aparna Taneja, Luca Ballan, Marc Pollefeys
2014 — —
Geometric Change Detection and Image Registration in Large Scale Urban Environments.
Aparna Taneja
2014 — conf
Never Get Lost Again: Vision Based Navigation Using StreetView Images.
ACCV (5)
Aparna Taneja, Luca Ballan, Marc Pollefeys
2013 A* conf
City-Scale Change Detection in Cadastral 3D Models Using Images.
CVPR
Aparna Taneja, Luca Ballan, Marc Pollefeys
2012 — conf
Motion Capture of Hands in Action Using Discriminative Salient Points.
ECCV (6)
Luca Ballan, Aparna Taneja, Jürgen Gall, Luc Van Gool, Marc Pollefeys
2012 — conf
Registration of Spherical Panoramic Images with Cadastral 3D Models.
3DIMPVT
Aparna Taneja, Luca Ballan, Marc Pollefeys
2011 A* conf
Image based detection of geometric changes in urban environments.
ICCV
Aparna Taneja, Luca Ballan, Marc Pollefeys
2010 — conf
3D Reconstruction and Video-Based Rendering of Casually Captured Videos.
Video Processing and Computational Video
Aparna Taneja, Luca Ballan, Jens Puwein, Gabriel J. Brostow, Marc Pollefeys
2010 — conf
Modeling Dynamic Scenes Recorded with Freely Moving Cameras.
ACCV (3)
Aparna Taneja, Luca Ballan, Marc Pollefeys