Taneja, Aparna

23 publications

AAAI 2025 Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits Biyonka Liang, Lily Xu, Aparna Taneja, Milind Tambe, Lucas Janson

AAAI 2025 Evaluating Index-Based Treatment Allocation in Underresourced Communities Niclas Boehmer, Yash Nair, Sanket Shah, Lucas Janson, Aparna Taneja, Milind Tambe

MLHC 2025 Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Optimizing Call Timing in Mobile Maternal Health Arpan Dasgupta, Mizhaan Prajit Maniyar, Awadhesh Srivastava, Sanat Kumar, Amrita Mahale, Aparna Hegde, Arun Suggala, Karthikeyan Shanmugam, Milind Tambe, Aparna Taneja

AAAI 2025 The Bandit Whisperer: Communication Learning for Restless Bandits Yunfan Zhao, Tonghan Wang, Dheeraj Mysore Nagaraj, Aparna Taneja, Milind Tambe

NeurIPS 2024 A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health Nikhil Behari, Edwin Zhang, Yunfan Zhao, Aparna Taneja, Dheeraj Nagaraj, Milind Tambe

UAI 2024 Group Fairness in Predict-Then-Optimize Settings for Restless Bandits Shresth Verma, Yunfan Zhao, Sanket Shah, Niclas Boehmer, Aparna Taneja, Milind Tambe

AAAI 2024 Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms Arshika Lalan, Shresth Verma, Paula Rodriguez Diaz, Panayiotis Danassis, Amrita Mahale, Kumar Madhu Sudan, Aparna Hegde, Milind Tambe, Aparna Taneja

IJCAI 2024 Towards a Pretrained Model for Restless Bandits via Multi-Arm Generalization Yunfan Zhao, Nikhil Behari, Edward Hughes, Edwin Zhang, Dheeraj Nagaraj, Karl Tuyls, Aparna Taneja, Milind Tambe

AAAI 2023 Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation Paula Rodriguez Diaz, Jackson A. Killian, Lily Xu, Arun Sai Suggala, Aparna Taneja, Milind Tambe

ICML 2023 Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation Aditya Mate, Bryan Wilder, Aparna Taneja, Milind Tambe

AAAI 2023 Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care Shresth Verma, Gargi Singh, Aditya Mate, Paritosh Verma, Sruthi Gorantla, Neha Madhiwalla, Aparna Hegde, Divy Thakkar, Manish Jain, Milind Tambe, Aparna Taneja

IJCAI 2023 Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, Milind Tambe

AAAI 2023 Optimistic Whittle Index Policy: Online Learning for Restless Bandits Kai Wang, Lily Xu, Aparna Taneja, Milind Tambe

AAAI 2023 Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program 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

AAAI 2023 Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe

IJCAI 2022 ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corinne Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay

NeurIPSW 2022 Case Study: Applying Decision Focused Learning in the Real World Shresth Verma, Aditya Mate, Kai Wang, Aparna Taneja, Milind Tambe

AAAI 2022 Facilitating Human-Wildlife Cohabitation Through Conflict Prediction Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad, Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe

AAAI 2022 Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe

WACV 2016 Underwater 3D Capture Using a Low-Cost Commercial Depth Camera Sundara Tejaswi Digumarti, Gaurav Chaurasia, Aparna Taneja, Roland Siegwart, Amber Thomas, Paul A. Beardsley

CVPR 2013 City-Scale Change Detection in Cadastral 3D Models Using Images Aparna Taneja, Luca Ballan, Marc Pollefeys

ECCV 2012 Motion Capture of Hands in Action Using Discriminative Salient Points Luca Ballan, Aparna Taneja, Jürgen Gall, Luc Van Gool, Marc Pollefeys

ICCV 2011 Image Based Detection of Geometric Changes in Urban Environments Aparna Taneja, Luca Ballan, Marc Pollefeys