Susobhan Ghosh

19 papers A* 6A 2Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
"It felt more real": Investigating the User Experience of the MiWaves Personalizing JITAI Pilot Study.
CoRR
Susobhan Ghosh, Pei-Yao Hung, Lara N. Coughlin, Erin E. Bonar, Yongyi Guo, Inbal Nahum-Shani, Maureen A. Walton, Mark W. Newman, Susan A. Murphy
2025 J jnl
Reproducible workflow for online AI in digital health.
CoRR
Susobhan Ghosh, Bhanu T. Gulapalli, Daiqi Gao, Asim H. Gazi, Anna L. Trella, Ziping Xu, Kelly W. Zhang, Susan A. Murphy
2024 J jnl
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling.
Mach. Learn.
Susobhan Ghosh, Raphael Kim, Prasidh Chhabria, Raaz Dwivedi, Predrag Klasnja, Peng Liao, Kelly W. Zhang, Susan A. Murphy
2024 J jnl
Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation.
CoRR
Anna L. Trella, Susobhan Ghosh, Erin E. Bonar, Lara N. Coughlin, Finale Doshi-Velez, Yongyi Guo, Pei-Yao Hung, Inbal Nahum-Shani, Vivek Shetty, Maureen A. Walton, Iris Yan, Kelly W. Zhang, Susan A. Murphy
2024 J jnl
MiWaves Reinforcement Learning Algorithm.
CoRR
Susobhan Ghosh, Yongyi Guo, Pei-Yao Hung, Lara N. Coughlin, Erin E. Bonar, Inbal Nahum-Shani, Maureen A. Walton, Susan A. Murphy
2024 A* conf
ReBandit: Random Effects Based Online RL Algorithm for Reducing Cannabis Use.
IJCAI
Susobhan Ghosh, Yongyi Guo, Pei-Yao Hung, Lara N. Coughlin, Erin E. Bonar, Inbal Nahum-Shani, Maureen A. Walton, Susan A. Murphy
2024 J jnl
reBandit: Random Effects based Online RL algorithm for Reducing Cannabis Use.
CoRR
Susobhan Ghosh, Yongyi Guo, Pei-Yao Hung, Lara N. Coughlin, Erin E. Bonar, Inbal Nahum-Shani, Maureen A. Walton, Susan A. Murphy
2023 A* conf
ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design.
ISCA
Srivatsan Krishnan, Amir Yazdanbakhsh, Shvetank Prakash, Jason Jabbour, Ikechukwu Uchendu, Susobhan Ghosh, Behzad Boroujerdian, Daniel Richins, Devashree Tripathy, Aleksandra Faust, Vijay Janapa Reddi
2023 J jnl
ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design.
CoRR
Srivatsan Krishnan, Amir Yazdanbakhsh, Shvetank Prakash, Jason Jabbour, Ikechukwu Uchendu, Susobhan Ghosh, Behzad Boroujerdian, Daniel Richins, Devashree Tripathy, Aleksandra Faust, Vijay Janapa Reddi
2023 J jnl
Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling.
CoRR
Susobhan Ghosh, Raphael Kim, Prasidh Chhabria, Raaz Dwivedi, Predrag V. Klasnja, Peng Liao, Kelly W. Zhang, Susan A. Murphy
2023 A conf
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks.
AAMAS
Arpita Biswas, Jackson A. Killian, Paula Rodriguez Diaz, Susobhan Ghosh, Milind Tambe
2023 J jnl
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks.
CoRR
Arpita Biswas, Jackson A. Killian, Paula Rodriguez Diaz, Susobhan Ghosh, Milind Tambe
2022 A conf
Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems.
AAMAS
Aditya S. Mate, Arpita Biswas, Christoph Siebenbrunner, Susobhan Ghosh, Milind Tambe
2022 A* conf
Facilitating Human-Wildlife Cohabitation through Conflict Prediction.
AAAI
Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad, Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe
2022 A* conf
Using Public Data to Predict Demand for Mobile Health Clinics.
AAAI
Haipeng Chen, Susobhan Ghosh, Gregory Fan, Nikhil Behari, Arpita Biswas, Mollie Williams, Nancy E. Oriol, Milind Tambe
2021 J jnl
Facilitating human-wildlife cohabitation through conflict prediction.
CoRR
Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad, Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe
2020 A* conf
Bidding in Smart Grid PDAs: Theory, Analysis and Strategy.
AAAI
Susobhan Ghosh, Sujit Gujar, Praveen Paruchuri, Easwar Subramanian, Sanjay P. Bhat
2019 J jnl
Bidding in Smart Grid PDAs: Theory, Analysis and Strategy (Extended Version).
CoRR
Susobhan Ghosh, Sujit Gujar, Praveen Paruchuri, Easwar Subramanian, Sanjay P. Bhat
2019 A* conf
VidyutVanika: A Reinforcement Learning Based Broker Agent for a Power Trading Competition.
AAAI
Susobhan Ghosh, Easwar Subramanian, Sanjay P. Bhat, Sujit Gujar, Praveen Paruchuri