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ORCIDAparna Hegde
Person information
- affiliation: Advancing Reduction In Mortality And Morbidity Of Mothers, Children And Neonates (ARMMAN), Mumbai, India
- affiliation: Cama Hospital, Department of Urogynecology, Mumbai, India
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Journal Articles
- 2024
[j2]Shresth Verma
, Arshika Lalan, Paula Rodriguez Diaz, Panayiotis Danassis, Amrita Mahale, Kumar Madhu Sudan, Aparna Hegde, Milind Tambe, Aparna Taneja:
Leveraging AI to improve health information access in the World's largest maternal mobile health program. AI Mag. 45(4): 526-536 (2024)- 2023
- [j1]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): 363-376 (2023)
Conference and Workshop Papers
- 2025
- [c10]Arpan Dasgupta, Sarvesh Gharat, Neha Madhiwalla, Aparna Hegde, Milind Tambe, Aparna Taneja:
Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours. ECAI 2025: 5200-5207 - [c9]Arpan Dasgupta, Mizhaan Maniyar, Awadhesh Srivastava, Sanat Kumar, Amrita Mahale, Aparna Hegde, Arun Suggala, Karthikeyan Shanmugam, Milind Tambe, Aparna Taneja:
Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Optimizing Call Timing in Mobile Maternal Health. MLHC 2025: 1-15 - 2024
- [c8]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: 22913-22919 - 2023
- [c7]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: 12138-12146 - [c6]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: 14295-14303 - [c5]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: 15594-15602 - [c4]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: 1312-1320 - 2022
- [c3]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: 12017-12025 - 2016
- [c2]Aparna Hegde, Riddhi Doshi:
Assessing the Impact of Mobile-based Intervention on Health Literacy among Pregnant Women in Urban India. AMIA 2016 - 2013
- [c1]Niranjan Pai, Pradnya Supe, Shailesh Kore, Y. S. Nandanwar, Aparna Hegde, Edward Cutrell, William Thies:
Using automated voice calls to improve adherence to iron supplements during pregnancy: a pilot study. ICTD (1) 2013: 153-163
Informal and Other Publications
- 2025
- [i8]Arpan Dasgupta, Mizhaan Maniyar, Awadhesh Srivastava, Sanat Kumar, Amrita Mahale, Aparna Hegde, Arun Sai Suggala, Karthikeyan Shanmugam, Aparna Taneja, Milind Tambe:
Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Improved Message Delivery in Mobile Maternal Health. CoRR abs/2507.16356 (2025) - [i7]Arpan Dasgupta, Sarvesh Gharat, Neha Madhiwalla, Aparna Hegde, Milind Tambe, Aparna Taneja:
Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours. CoRR abs/2507.20755 (2025) - 2024
- [i6]Arpan Dasgupta, Niclas Boehmer, Neha Madhiwalla, Aparna Hegde, 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 abs/2407.11973 (2024) - [i5]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 abs/2407.12131 (2024) - 2023
- [i4]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 abs/2311.07139 (2023) - 2022
- [i3]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 abs/2202.00916 (2022) - 2021
- [i2]Siddharth Nishtala, Lovish Madaan, Aditya Mate, Harshavardhan Kamarthi, Anirudh Grama, Divy Thakkar, Dhyanesh Narayanan, Suresh Chaudhary, Neha Madhiwalla, Ramesh Padmanabhan, Aparna Hegde, Pradeep Varakantham, Balaraman Ravindran, Milind Tambe:
Selective Intervention Planning using Restless Multi-Armed Bandits to Improve Maternal and Child Health Outcomes. CoRR abs/2103.09052 (2021) - [i1]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 abs/2109.08075 (2021)
Coauthor Index
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