2 citations · 2 across the 2 of their papers we have counts for
3 papers
Graphical Transformation Models
Matthias Herp, Johannes Brachem, Michael Altenbuchinger +1
Graphical Transformation Models (GTMs) are introduced as a novel approach to effectively model multivariate data with intricate marginals and complex dependency structures semipara…
Adversarial Distribution Balancing for Counterfactual Reasoning
Stefan Schrod, Fabian Sinz, Michael Altenbuchinger
The development of causal prediction models is challenged by the fact that the outcome is only observable for the applied (factual) intervention and not for its alternatives (the s…
FACT: Federated Adversarial Cross Training
Stefan Schrod, Jonas Lippl, Andreas Schäfer +1
Federated Learning (FL) facilitates distributed model development to aggregate multiple confidential data sources. The information transfer among clients can be compromised by dist…