Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. IAAI’24
    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, and 4 more authors
    In AAAI Conference on Artificial Intelligence, 2024

2023

  1. IJCAI’23
    Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare
    Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, and Milind Tambe
    In International Joint Conference on Artificial Intelligence, 2023
  2. AAAI’23
    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, and 3 more authors
    In AAAI Conference on Artificial Intelligence, 2023
  3. AAAI’23
    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, and 6 more authors
    In AAAI Conference on Artificial Intelligence, 2023
  4. AAMAS’23
    Restless Multi-Armed Bandits for Maternal and Child Health: Results from Decision-Focused Learning.
    Shresth Verma, Aditya Mate, Kai Wang, Neha Madhiwalla, Aparna Hegde, and 2 more authors
    In International Conference on Autonomous Agents and Multi Agent Systems, 2023
  5. IAAI’23
    Increasing impact of mobile health programs: SAHELI for maternal and child care
    Shresth Verma*, Gargi Singh*, Aditya Mate, Paritosh Verma, Sruthi Gorantla, and 6 more authors
    🏆Best Deployed Application🏆
    In AAAI Conference on Artificial Intelligence, 2023

2022

  1. AAAI’22
    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, and 4 more authors
    In AAAI Conference on Artificial Intelligence, 2022
  2. TSRML-NeurIPS’22
    Case study: Applying decision focused learning in the real world
    Shresth Verma, Aditya Mate, Kai Wang, Aparna Taneja, and Milind Tambe
    In Workshop on Trustworthy and Socially Responsible Machine Learning at NeurIPS, 2022

2021

  1. AAMAS’21
    Towards Sample Efficient Learners in Population based Referential Games through Action Advising
    Shresth Verma
    In International Conference on Autonomous Agents and Multi Agent Systems, 2021

2020

  1. CoDS-COMAD’20
    IIITM Face: A database for facial attribute detection in constrained and simulated unconstrained environments
    KV Arya, Shresth Verma, Raj Kuwar Gupta, Soumya Agarwal, and Prince Gupta
    In ACM International Joint Conference on Data Science and Management of Data, 2020
  2. CoDS-COMAD’20
    Deep reinforcement learning for single-shot diagnosis and adaptation in damaged robots
    Shresth Verma, Haritha S Nair, Gaurav Agarwal, Joydip Dhar, and Anupam Shukla
    In ACM International Joint Conference on Data Science and Management of Data, 2020
  3. LaREL-ICML’20
    Emergence of Multilingualism in Population based Referential Games
    Shresth Verma
    In Workshop on Language in Reinforcement Learning at ICML, 2020
  4. AAAI’20
    Emergence of Writing Systems through Multi-Agent Cooperation (Student Abstract)
    Shresth Verma, and Joydip Dhar
    In AAAI Conference on Artificial Intelligence, 2020