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Shresth Verma
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Field study in deploying restless multi-armed bandits: Assisting non-profits in improving maternal and child health
A Mate, L Madaan, A Taneja, N Madhiwalla, S Verma, G Singh, A Hegde, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12017 …, 2022
912022
Scalable decision-focused learning in restless multi-armed bandits with application to maternal and child health
K Wang, S Verma, A Mate, S Shah, A Taneja, N Madhiwalla, A Hegde, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 12138 …, 2023
302023
Restless Multi-Armed Bandits for Maternal and Child Health: Results from Decision-Focused Learning.
S Verma, A Mate, K Wang, N Madhiwalla, A Hegde, A Taneja, M Tambe
AAMAS, 1312-1320, 2023
162023
Expanding impact of mobile health programs: SAHELI for maternal and child care
S Verma, G Singh, A Mate, P Verma, S Gorantla, N Madhiwalla, A Hegde, ...
AI Magazine 44 (4), 363-376, 2023
122023
Deep Reinforcement Learning for Single-Shot Diagnosis and Adaptation in Damaged Robots
S Verma, HS Nair, G Agarwal, J Dhar, A Shukla
Proceedings of the 7th ACM IKDD CoDS and 25th COMAD, 82-89, 2020
122020
Increasing impact of mobile health programs: SAHELI for maternal and child care
S Verma, G Singh, A Mate, P Verma, S Gorantla, N Madhiwalla, A Hegde, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15594 …, 2023
112023
Robust planning over restless groups: engagement interventions for a large-scale maternal telehealth program
JA Killian, A Biswas, L Xu, S Verma, V Nair, A Taneja, A Hegde, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14295 …, 2023
92023
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare
P Danassis, S Verma, JA Killian, A Taneja, M Tambe
Proceedings of the International Joint Conference on Artificial Intelligence …, 2023
82023
Group Fairness in Predict-Then-Optimize Settings for Restless Bandits
S Verma, Y Zhao, S Shah, N Boehmer, A Taneja, M Tambe
The 40th Conference on Uncertainty in Artificial Intelligence, 2024
72024
Emergence of Writing Systems through Multi-Agent Cooperation (Student Abstract)
S Verma, J Dhar
Proceedings of the AAAI Conference on Artificial Intelligence 34 (10), 13941 …, 2020
22020
IIITM Face: A Database for Facial Attribute Detection in Constrained and Simulated Unconstrained Environments
KV Arya, S Verma, RK Gupta, S Agarwal, P Gupta
Proceedings of the 7th ACM IKDD CoDS and 25th COMAD, 185-189, 2020
2*2020
Balancing Act: Prioritization Strategies for LLM-Designed Restless Bandit Rewards
S Verma, N Boehmer, L Kong, M Tambe
arXiv preprint arXiv:2408.12112, 2024
12024
Improving Health Information Access in the World’s Largest Maternal Mobile Health Program via Bandit Algorithms
AT Arshika Lalan, Shresth Verma, Paula Rodriguez Diaz, Panayiotis Danassis ...
Proceedings of the AAAI Conference on Artificial Intelligence 38 (21), 2024
12024
Case study: Applying decision focused learning in the real world
S Verma, A Mate, K Wang, A Taneja, M Tambe
Workshop on Trustworthy and Socially Responsible Machine Learning, NeurIPS 2022, 2022
12022
Measuring Fairness in Financial Transaction Machine Learning Models
C Mougan, DS Ayvaz, L Belenguer, H He, DD Kanubala, M Li, S Low, ...
arXiv preprint arXiv:2501.10784, 2025
2025
PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning
S Verma, A Nguyen, N Boehmer, L Kong, M Tambe
AAAI Demo Track, 2025
2025
Leveraging AI to improve health information access in the World's largest maternal mobile health program
S Verma, A Lalan, PR Diaz, P Danassis, A Mahale, KM Sudan, A Hegde, ...
AI Magazine 45 (4), 526-536, 2024
2024
Towards Sample Efficient Learners in Population based Referential Games through Action Advising
S Verma
Proceedings of the 20th International Conference on Autonomous Agents and …, 2021
2021
Emergence of Multilingualism in Population based Referential Games
S Verma
1st Workshop on Language in Reinforcement Learnin, ICML, 2020
2020
Prioritization Strategies for LLM-Designed Restless Bandit Rewards in Public Health
S Verma, N Boehmer, L Kong, M Tambe
GenAI for Health: Potential, Trust and Policy Compliance, 0
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Články 1–20