Variational Approach for Efficient KL Divergence Estimation in Dirichlet Mixture Models

Samyajoy Pal, Christian Heumann

This study tackles the efficient estimation of Kullback-Leibler (KL) Divergence in Dirichlet Mixture Models (DMM), crucial for clustering compositional data. Despite the significan…