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Xu-Hui Liu

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#machine learning Preprint Sep 2026

Model-Agnostic Feature Selection via LOCO-Guided Adaptive Minipatch Sampling

Black-box machine learning models increasingly deliver strong predictions, but extracting useful information from them, such as a set of important features, remains challenging. Existing model-agnostic methods primarily estimate feature importance or conduct inference on it rather than directly selecting features, wher...

Xu-Hui Liu, Li-Li Zheng · 0 citations