A Greedy and Optimistic Approach to Clustering with a Specified Uncertainty of Covariates

Akifumi Okuno, Kohei Hattori

In this study, we examine a clustering problem in which the covariates of each individual element in a dataset are associated with an uncertainty specific to that element. More spe…