Elisabeth Ailer
Elisabeth Ailer
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Targeted Sequential Indirect Experiment Design
Scientific hypotheses typically concern specific aspects of complex, imperfectly understood or entirely unknown mechanisms, such as the …
Elisabeth Ailer, Niclas Dern, Jason Hartford, Niki Kilbertus
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Supervised Learning and Model Analysis with Compositional Data
Supervised learning, such as regression and classification, is an essential tool for analyzing modern high-throughput sequencing data, …
Shimeng Huang, Elisabeth Ailer, Niki Kilbertus, Niklas Pfister
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Sequential Underspecified Instrument Selection for Cause-Effect Estimation
Many scientific datasets are compositional in nature. Important examples include species abundances in ecology, rock compositions in …
Elisabeth Ailer, Jason Hartford, Niki Kilbertus
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A causal view on compositional data
Many scientific datasets are compositional in nature. Important examples include species abundances in ecology, rock compositions in …
Elisabeth Ailer, Christian L. Müller, Niki Kilbertus
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