Ghosh, Susobhan
- Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling
2023/04/11 by Susobhan Ghosh, Raphael Kim, Ghosh, Susobhan +12 · 2 citations
Psychology · #Applications (stat.AP) #Digital Mental Health Interventions #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Efficient Algorithms for Finite Horizon and Streaming Restless\n Multi-Armed Bandit Problems
2021/03/08 by Aditya Mate, Mate, Aditya, Arpita Biswas +7 · 1 citation
Decision Sciences · #Advanced Bandit Algorithms Research
- Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks
2023/03/01 by Biswas, Arpita, Killian, Jackson A., Diaz, Paula Rodriguez +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- reBandit: Random Effects based Online RL algorithm for Reducing Cannabis Use
2024/02/27 by Susobhan Ghosh, Ghosh, Susobhan, Yongyi Guo +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation
2024/08/30 by Trella, Anna L., Ghosh, Susobhan, Bonar, Erin E. +10 · 1 citation
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- ArchGym: An Open-Source Gymnasium for Machine Learning Assisted Architecture Design
2023/06/15 by Srivatsan Krishnan, Amir Yazdanbaksh, Krishnan, Srivatsan +19 · 1 citation
Materials Science · Computer Science · Engineering · #Machine Learning in Materials Science #Software Engineering Research #Manufacturing Process and Optimization