Debarun Bhattacharjya
3 papers in the PaperMetrix corpus
Papers by this author
-
State Variable Effects in Graphical Event Models
2020
Many real-world domains involve co-evolving relationships between events, such as meals and exercise, and time-varying random variables, such as a patient's blood glucose levels. In this paper, we propose a general framework for modeling joint …
-
Distilling Event Sequence Knowledge From Large Language Models
2024 · arXiv (Cornell University)
Event sequence models have been found to be highly effective in the analysis and prediction of events. Building such models requires availability of abundant high-quality event sequence data. In certain applications, however, clean structured event …
-
Q-function Decomposition with Intervention Semantics with Factored Action Spaces
2025 · arXiv (Cornell University)
Many practical reinforcement learning environments have a discrete factored action space that induces a large combinatorial set of actions, thereby posing significant challenges. Existing approaches leverage the regular structure of the action space and resort …