Aparna Taneja

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 36

Top Topics

Multi Armed Bandits

Preliminary Study

Top Venues

Publications

Nikhil Behari, Edwin Zhang, Yunfan Zhao, Aparna Taneja, Dheeraj Nagaraj, Milind Tambe
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health. CoRR (2024)
Biyonka Liang, Lily Xu, Aparna Taneja, Milind Tambe, Lucas Janson
A Bayesian Approach to Online Learning for Contextual Restless Bandits with Applications to Public Health. CoRR (2024)
Gargi Singh, Milind Tambe, Aparna Taneja
Towards Fairness constrained Restless Multi-Armed Bandits: a Case Study of Maternal and child Care Domain. Tiny Papers @ ICLR (2024)
Sanket Shah, Arun Sai Suggala, Milind Tambe, Aparna Taneja
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning. CoRR (2024)
Niclas Boehmer, Yash Nair, Sanket Shah, Lucas Janson, Aparna Taneja, Milind Tambe
Evaluating the Effectiveness of Index-Based Treatment Allocation. CoRR (2024)
Sanket Shah, Arun Sai Suggala, Milind Tambe, Aparna Taneja
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-focused Learning. AAMAS (2024)
Arshika Lalan, Shresth Verma, Paula Rodriguez Diaz, Panayiotis Danassis, Amrita Mahale, Kumar Madhu Sudan, Aparna Hegde, Milind Tambe, Aparna Taneja
Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms. CoRR (2024)
Arpan Dasgupta, Niclas Boehmer, Neha Madhiwalla, Aparna Hedge, Bryan Wilder, Milind Tambe, Aparna Taneja
Preliminary Study of the Impact of AI-Based Interventions on Health and Behavioral Outcomes in Maternal Health Programs. CoRR (2024)
Soumyabrata Pal, Milind Tambe, Arun Sai Suggala, Karthikeyan Shanmugam, Aparna Taneja
Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time Slot Selection. AAMAS (2024)
Arshika Lalan, Shresth Verma, Paula Rodriguez Diaz, Panayiotis Danassis, Amrita Mahale, Kumar Madhu Sudan, Aparna Hegde, Milind Tambe, Aparna Taneja
Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms. AAAI (2024)
Yunfan Zhao, Nikhil Behari, Edward Hughes, Edwin Zhang, Dheeraj Nagaraj, Karl Tuyls, Aparna Taneja, Milind Tambe
Towards Zero Shot Learning in Restless Multi-armed Bandits. AAMAS (2024)
Sonja Johnson-Yu, Kai Wang, Jessie Finocchiaro, Aparna Taneja, Milind Tambe
Modeling Robustness in Decision-Focused Learning as a Stackelberg Game. AAMAS (2023)
Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health. AAAI (2023)
Shresth Verma, Gargi Singh, Aditya Mate, Paritosh Verma, Sruthi Gorantla, Neha Madhiwalla, Aparna Hegde, Divy Thakkar, Manish Jain, Milind Tambe, Aparna Taneja
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care. AAAI (2023)
Paula Rodriguez Diaz, Jackson A. Killian, Lily Xu, Arun Sai Suggala, Aparna Taneja, Milind Tambe
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation. AAAI (2023)
Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, Milind Tambe
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare. CoRR (2023)
Aditya Mate, Bryan Wilder, Aparna Taneja, Milind Tambe
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation. CoRR (2023)
Shresth Verma, Aditya Mate, Kai Wang, Neha Madhiwalla, Aparna Hegde, Aparna Taneja, Milind Tambe
Restless Multi-Armed Bandits for Maternal and Child Health: Results from Decision-Focused Learning. AAMAS (2023)
Aditya Mate, Bryan Wilder, Aparna Taneja, Milind Tambe
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation. ICML (2023)
Paritosh Verma, Shresth Verma, Aditya Mate, Aparna Taneja, Milind Tambe
Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits. CoRR (2023)
Arshika Lalan, Shresth Verma, Kumar Madhu Sudan, Amrita Mahale, Aparna Hegde, Milind Tambe, Aparna Taneja
Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation. CoRR (2023)
Kai Wang, Lily Xu, Aparna Taneja, Milind Tambe
Optimistic Whittle Index Policy: Online Learning for Restless Bandits. AAAI (2023)
Amulya Yadav, Aparna Taneja, Ayan Mukhopadhyay, Serina Chang
KDD 2023 International Workshop on Data Science for Social Good (DSSG-23). KDD (2023)
Yunfan Zhao, Nikhil Behari, Edward Hughes, Edwin Zhang, Dheeraj Nagaraj, Karl Tuyls, Aparna Taneja, Milind Tambe
Towards Zero Shot Learning in Restless Multi-armed Bandits. CoRR (2023)
Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, Milind Tambe
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare. IJCAI (2023)
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
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program. AAAI (2023)
Shresth Verma, Gargi Singh, Aditya Mate, Paritosh Verma, Sruthi Gorantla, Neha Madhiwalla, Aparna Hegde, Divy Thakkar, Manish Jain, Milind Tambe, Aparna Taneja
Expanding impact of mobile health programs: SAHELI for maternal and child care. AI Mag. 44 (4) (2023)
Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad, Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe
Facilitating Human-Wildlife Cohabitation through Conflict Prediction. AAAI (2022)
Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe
Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain. CoRR (2022)
Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health. AAAI (2022)
Kai Wang, Lily Xu, Aparna Taneja, Milind Tambe
Optimistic Whittle Index Policy: Online Learning for Restless Bandits. CoRR (2022)
Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corrine Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria. CoRR (2022)
Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corrine Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay
ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria. IJCAI (2022)
Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health. CoRR (2021)
Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad, Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe
Facilitating human-wildlife cohabitation through conflict prediction. CoRR (2021)
Sundara Tejaswi Digumarti, Gaurav Chaurasia, Aparna Taneja, Roland Siegwart, Amber Thomas, Paul A. Beardsley
Underwater 3D capture using a low-cost commercial depth camera. WACV (2016)
Aparna Taneja, Luca Ballan, Marc Pollefeys
Geometric Change Detection in Urban Environments Using Images. IEEE Trans. Pattern Anal. Mach. Intell. 37 (11) (2015)
Aparna Taneja, Luca Ballan, Marc Pollefeys
Never Get Lost Again: Vision Based Navigation Using StreetView Images. ACCV (5) (2014)
Aparna Taneja, Luca Ballan, Marc Pollefeys
City-Scale Change Detection in Cadastral 3D Models Using Images. CVPR (2013)
Aparna Taneja, Luca Ballan, Marc Pollefeys
Registration of Spherical Panoramic Images with Cadastral 3D Models. 3DIMPVT (2012)
Luca Ballan, Aparna Taneja, Jürgen Gall, Luc Van Gool, Marc Pollefeys
Motion Capture of Hands in Action Using Discriminative Salient Points. ECCV (6) (2012)
Aparna Taneja, Luca Ballan, Marc Pollefeys
Image based detection of geometric changes in urban environments. ICCV (2011)
Aparna Taneja, Luca Ballan, Marc Pollefeys
Modeling Dynamic Scenes Recorded with Freely Moving Cameras. ACCV (3) (2010)
Aparna Taneja, Luca Ballan, Jens Puwein, Gabriel J. Brostow, Marc Pollefeys
3D Reconstruction and Video-Based Rendering of Casually Captured Videos. Video Processing and Computational Video (2010)