K. Puolamäki

Poisson subspace clustering: focusing on the essentials in count data

This work presents 3CPO, a clustering algorithm based on statistically solid modeling of count data, and proposes a simple iterative algorithm that maximizes the posterior probability to find good clustering solutions and discusses its properties.