1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2022
Learning Causal Graphs in Manufacturing Domains using Structural Equation Models
Maximilian Kertel, Stefan Harmeling, Markus Pauly
Many production processes are characterized by numerous and complex cause-and-effect relationships. Since they are only partially known they pose a challenge to effective process c…
stat.ML2022★ 1 cited
Estimating Gaussian Copulas with Missing Data
Maximilian Kertel, Markus Pauly
In this work we present a rigorous application of the Expectation Maximization algorithm to determine the marginal distributions and the dependence structure in a Gaussian copula m…