Fiona K. Ewald (@fionaewald.bsky.social)

Excited to be part of this platform! My research focuses on global model-agnostic feature importance. Please check our recent paper: "A Guide to Feature Importance Methods for Scientific Inference" (link.springer.com/chapter/10.1...).

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A Guide to Feature Importance Methods for Scientific Inference While machine learning (ML) models are increasingly used due to their high predictive power, their use in understanding the data-generating process (DGP) is limited. Understanding the DGP requires ins... https://link.springer.com/chapter/10.1007/978-3-031-63797-1_22