Aparna Taneja

CoRR, 2024

The Bandit Whisperer: Communication Learning for Restless Bandits.

[BibT_eX]

[DOI]

CoRR, 2024

Preliminary Study of the Impact of AI-Based Interventions on Health and Behavioral Outcomes in Maternal Health Programs.

[BibT_eX]

[DOI]

CoRR, 2024

A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health.

[BibT_eX]

[DOI]

CoRR, 2024

Evaluating the Effectiveness of Index-Based Treatment Allocation.

[BibT_eX]

[DOI]

CoRR, 2024

A Bayesian Approach to Online Learning for Contextual Restless Bandits with Applications to Public Health.

[BibT_eX]

[DOI]

CoRR, 2024

IRL for Restless Multi-armed Bandits with Applications in Maternal and Child Health.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2024: Trends in Artificial Intelligence, 2024

Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Towards Fairness constrained Restless Multi-Armed Bandits: a Case Study of Maternal and child Care Domain.

[BibT_eX]

[DOI]

Gargi Singh

Milind Tambe

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Towards Zero Shot Learning in Restless Multi-armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Efficient Public Health Intervention Planning Using Decomposition-Based Decision-focused Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time Slot Selection.

[BibT_eX]

[DOI]

Soumyabrata Pal

Milind Tambe

Arun Sai Suggala

Karthikeyan Shanmugam

Sundara Tejaswi Digumarti

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Expanding impact of mobile health programs: SAHELI for maternal and child care.

[BibT_eX]

[DOI]

AI Mag., December, 2023

Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation.

[BibT_eX]

[DOI]

CoRR, 2023

Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits.

[BibT_eX]

[DOI]

CoRR, 2023

KDD 2023 International Workshop on Data Science for Social Good (DSSG-23).

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Characterizing and Improving the Robustness of Predict-Then-Optimize Frameworks.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security: 14th International Conference, 2023

Restless Multi-Armed Bandits for Maternal and Child Health: Results from Decision-Focused Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Modeling Robustness in Decision-Focused Learning as a Stackelberg Game.

[BibT_eX]

[DOI]

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Optimistic Whittle Index Policy: Online Learning for Restless Bandits.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain.

[BibT_eX]

[DOI]

CoRR, 2022

ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Facilitating Human-Wildlife Cohabitation through Conflict Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2016

Underwater 3D capture using a low-cost commercial depth camera.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

2015

Geometric Change Detection in Urban Environments Using Images.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

2014

Geometric Change Detection and Image Registration in Large Scale Urban Environments.

[BibT_eX]

[DOI]

PhD thesis, 2014

Never Get Lost Again: Vision Based Navigation Using StreetView Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

City-Scale Change Detection in Cadastral 3D Models Using Images.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Motion Capture of Hands in Action Using Discriminative Salient Points.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Registration of Spherical Panoramic Images with Cadastral 3D Models.

[BibT_eX]

[DOI]

Proceedings of the 2012 Second International Conference on 3D Imaging, 2012

2011

Image based detection of geometric changes in urban environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

2010

3D Reconstruction and Video-Based Rendering of Casually Captured Videos.

[BibT_eX]

[DOI]

Proceedings of the Video Processing and Computational Video, 2010

Modeling Dynamic Scenes Recorded with Freely Moving Cameras.

[BibT_eX]

[DOI]