Elisabeth Ailer

Supervised Learning and Model Analysis with Compositional Data

Niki Kilbertus, Niklas Pfister, Shimeng Huang, 2022, 2205.07271.

Supervised learning and model analysis with compositional data

Niki Kilbertus, Niklas Pfister, Shimeng Huang, 2022, PLoS Comput. Biol..

A causal view on compositional data pdf

Niki Kilbertus, Christian L. Müller, Elisabeth Ailer, 2021, ArXiv.

Sequential Underspecified Instrument Selection for Cause-Effect Estimation

Jason S. Hartford, Niki Kilbertus, Elisabeth Ailer, 2023, ICML.

Targeted Sequential Indirect Experiment Design

Niki Kilbertus, Elisabeth Ailer, Niclas Dern, 2024, ArXiv.