Publications by authors named "Niki Kilbertus"

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Biases in machine-learning models of human single-cell data.
Theresa Willem, Vladimir A Shitov, Malte D Luecken, Niki Kilbertus, Stefan Bauer

Nat Cell Biol· March 2025

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Instrumental variable estimation for compositional treatments.
Elisabeth Ailer, Christian L Müller, Niki Kilbertus

Sci Rep· February 2025

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Causal machine learning for predicting treatment outcomes.
Stefan Feuerriegel, Dennis Frauen, Valentyn Melnychuk, Jonas Schweisthal, Konstantin Hess, Niki Kilbertus

Nat Med· April 2024

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Supervised learning and model analysis with compositional data.
Shimeng Huang, Elisabeth Ailer, Niki Kilbertus, Niklas Pfister

PLoS Comput Biol· June 2023

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