Konstantin Hess

According to our database, Konstantin Hess authored at least 5 papers in 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Stabilized Neural Prediction of Potential Outcomes in Continuous Time.

Konstantin Hess, Stefan Feuerriegel

CoRR, 2024

Model-agnostic meta-learners for estimating heterogeneous treatment effects over time.

Dennis Frauen, Konstantin Hess, Stefan Feuerriegel

CoRR, 2024

Conformal Prediction for Causal Effects of Continuous Treatments.

Maresa Schröder, Dennis Frauen, Jonas Schweisthal, Konstantin Hess, Valentyn Melnychuk, Stefan Feuerriegel

CoRR, 2024

G-Transformer for Conditional Average Potential Outcome Estimation over Time.

Konstantin Hess, Dennis Frauen, Valentyn Melnychuk, Stefan Feuerriegel

CoRR, 2024

Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation.

Konstantin Hess, Valentyn Melnychuk, Dennis Frauen, Stefan Feuerriegel

Proceedings of the Twelfth International Conference on Learning Representations, 2024