Aditya Mate

According to our database, Aditya Mate authored at least 22 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A resource-constrained stochastic scheduling algorithm for homeless street outreach and gleaning edible food.

Conor M. Artman, Aditya Mate, Ezinne Nwankwo, Aliza Heching, Tsuyoshi Idé, Jirí Navrátil, Karthikeyan Shanmugam, Wei Sun, Kush R. Varshney, Lauri Goldkind, Gidi Kroch, Jaclyn Sawyer, Ian Watson

CoRR, 2024

2023

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

Shresth Verma, Gargi Singh, Aditya Mate, Paritosh Verma, Sruthi Gorantla, Neha Madhiwalla, Aparna Hegde, Divy Thakkar, Manish Jain, Milind Tambe, Aparna Taneja

AI Mag., December, 2023

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

Paritosh Verma, Shresth Verma, Aditya Mate, Aparna Taneja, Milind Tambe

CoRR, 2023

Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation.

Aditya Mate, Bryan Wilder, Aparna Taneja, Milind Tambe

Proceedings of the International Conference on Machine Learning, 2023

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

Shresth Verma, Aditya Mate, Kai Wang, Neha Madhiwalla, Aparna Hegde, Aparna Taneja, Milind Tambe

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.

Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe

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

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

Shresth Verma, Gargi Singh, Aditya Mate, Paritosh Verma, Sruthi Gorantla, Neha Madhiwalla, Aparna Hegde, Divy Thakkar, Manish Jain, Milind Tambe, Aparna Taneja

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.

Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe

CoRR, 2022

Solving structured hierarchical games using differential backward induction.

Zun Li, Feiran Jia, Aditya Mate, Shahin Jabbari, Mithun Chakraborty, Milind Tambe, Yevgeniy Vorobeychik

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems.

Aditya S. Mate, Arpita Biswas, Christoph Siebenbrunner, Susobhan Ghosh, Milind Tambe

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

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, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe

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

2021

Selective Intervention Planning using Restless Multi-Armed Bandits to Improve Maternal and Child Health Outcomes.

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

CoRR, 2021

Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems.

Aditya Mate, Arpita Biswas, Christoph Siebenbrunner, Milind Tambe

CoRR, 2021

A Game-Theoretic Approach for Hierarchical Policy-Making.

Feiran Jia, Aditya Mate, Zun Li, Shahin Jabbari, Mithun Chakraborty, Milind Tambe, Michael P. Wellman, Yevgeniy Vorobeychik

CoRR, 2021

AI for Planning Public Health Interventions.

Aditya Mate

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Risk-Aware Interventions in Public Health: Planning with Restless Multi-Armed Bandits.

Aditya Mate, Andrew Perrault, Milind Tambe

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

Collapsing Bandits and Their Application to Public Health Interventions.

Aditya Mate, Jackson A. Killian, Haifeng Xu, Andrew Perrault, Milind Tambe

CoRR, 2020

Collapsing Bandits and Their Application to Public Health Intervention.

Aditya Mate, Jackson A. Killian, Haifeng Xu, Andrew Perrault, Milind Tambe

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Whittle Index for AoI-Aware Scheduling.

Bejjipuram Sombabu, Aditya Mate, D. Manjunath, Sharayu Moharir

Proceedings of the 2020 International Conference on COMmunication Systems & NETworkS, 2020

Scalable Game-Focused Learning of Adversary Models: Data-to-Decisions in Network Security Games.

Kai Wang, Andrew Perrault, Aditya Mate, Milind Tambe

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

End-to-End Game-Focused Learning of Adversary Behavior in Security Games.

Andrew Perrault, Bryan Wilder, Eric Ewing, Aditya Mate, Bistra Dilkina, Milind Tambe

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Decision-Focused Learning of Adversary Behavior in Security Games.

Andrew Perrault, Bryan Wilder, Eric Ewing, Aditya Mate, Bistra Dilkina, Milind Tambe

CoRR, 2019