Publications

Elisabeth Ailer, Niclas Dern, Jason Hartford, Niki Kilbertus (2024). Targeted Sequential Indirect Experiment Design. NeurIPS 2024.

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Shimeng Huang, Elisabeth Ailer, Niki Kilbertus, Niklas Pfister (2023). Supervised Learning and Model Analysis with Compositional Data. PLOS Computational Biology.

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Elisabeth Ailer, Jason Hartford, Niki Kilbertus (2023). Sequential Underspecified Instrument Selection for Cause-Effect Estimation. ICML 2023.

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Elisabeth Ailer, Christian L. Müller, Niki Kilbertus (2021). Instrumental Variable Estimation for Compositional Treatments. arxiv Preprint.

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