2 papers
stat.ME2021
Interpretability of Epidemiological Models : The Curse of Non-Identifiability
Ayush Deva, Siddhant Shingi, Avtansh Tiwari +5
Interpretability of epidemiological models is a key consideration, especially when these models are used in a public health setting. Interpretability is strongly linked to the iden…
cs.LG2021
A Multi-Arm Bandit Approach To Subset Selection Under Constraints
Ayush Deva, Kumar Abhishek, Sujit Gujar
We explore the class of problems where a central planner needs to select a subset of agents, each with different quality and cost. The planner wants to maximize its utility while e…