Andreas Gerhardus

Affiliations:
  • German Aerospace Center, Jena, Thuringia, Germany


According to our database1, Andreas Gerhardus authored at least 8 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Bootstrap aggregation and confidence measures to improve time series causal discovery.
Proceedings of the Causal Learning and Reasoning, 2024

2023
Non-parametric Conditional Independence Testing for Mixed Continuous-Categorical Variables: A Novel Method and Numerical Evaluation.
CoRR, 2023

Projecting infinite time series graphs to finite marginal graphs using number theory.
CoRR, 2023

Discovering Causal Relations and Equations from Data.
CoRR, 2023

Selecting Robust Features for Machine Learning Applications using Multidata Causal Discovery.
CoRR, 2023

Increasing effect sizes of pairwise conditional independence tests between random vectors.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

2021
Characterization of causal ancestral graphs for time series with latent confounders.
CoRR, 2021

2020
High-recall causal discovery for autocorrelated time series with latent confounders.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020


  Loading...