Elisabeth Ailer

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Accurate Estimation

Top Venues

PLoS Comput. Biol.

Publications

Elisabeth Ailer, Niclas Dern, Jason S. Hartford, Niki Kilbertus
Targeted Sequential Indirect Experiment Design. CoRR (2024)
Elisabeth Ailer, Jason S. Hartford, Niki Kilbertus
Sequential Underspecified Instrument Selection for Cause-Effect Estimation. ICML (2023)
Shimeng Huang, Elisabeth Ailer, Niki Kilbertus, Niklas Pfister
Supervised learning and model analysis with compositional data. PLoS Comput. Biol. 19 (6) (2023)
Elisabeth Ailer, Jason Hartford, Niki Kilbertus
Sequential Underspecified Instrument Selection for Cause-Effect Estimation. CoRR (2023)
Shimeng Huang, Elisabeth Ailer, Niki Kilbertus, Niklas Pfister
Supervised Learning and Model Analysis with Compositional Data. CoRR (2022)
Elisabeth Ailer, Christian L. Müller, Niki Kilbertus
A causal view on compositional data. CoRR (2021)