2 papers
stat.ML2024
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…
cs.LG2023
fmeffects: An R Package for Forward Marginal Effects
Holger Löwe, Christian A. Scholbeck, Christian Heumann +2
Forward marginal effects have recently been introduced as a versatile and effective model-agnostic interpretation method particularly suited for non-linear and non-parametric predi…