2 papers
stat.AP2023
Bayes Watch: Bayesian Change-point Detection for Process Monitoring with Fault Detection
Alexander C. Murph, Curtis B. Storlie, Patrick M. Wilson +2
When a predictive model is in production, it must be monitored in real-time to ensure that its performance does not suffer due to drift or abrupt changes to data. Ideally, this is…
stat.ME2017
Clustering and Variable Selection in the Presence of Mixed Variable Types and Missing Data
Curtis Storlie, Scott Myers, S Katusic +6
We consider the problem of model-based clustering in the presence of many correlated, mixed continuous and discrete variables, some of which may have missing values. Discrete varia…