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Elisabeth Ailer

Orcid: 0009-0008-6358-699X

According to our database1, Elisabeth Ailer authored at least 5 papers between 2021 and 2025.

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

2025
Instrumental Variable Methods for Sequential Experiment Design.
[BibTeX]
[DOI]
Elisabeth Ailer
PhD thesis, 2025

2024
Targeted Sequential Indirect Experiment Design.
[BibTeX]
[DOI]
Elisabeth Ailer
,
Niclas Dern
,
Jason S. Hartford
,
Niki Kilbertus
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Supervised learning and model analysis with compositional data.
[BibTeX]
[DOI]
Shimeng Huang
,
Elisabeth Ailer
,
Niki Kilbertus
,
Niklas Pfister
PLoS Comput. Biol., 2023

Sequential Underspecified Instrument Selection for Cause-Effect Estimation.
[BibTeX]
[DOI]
Elisabeth Ailer
,
Jason S. Hartford
,
Niki Kilbertus
Proceedings of the International Conference on Machine Learning, 2023

2021
A causal view on compositional data.
[BibTeX]
[DOI]
Elisabeth Ailer
,
Christian L. Müller
,
Niki Kilbertus
CoRR, 2021


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