Author

A. Lee

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#machine learning May 2026

Geometry-Adaptive Explainer for Faithful Dictionary-Based Interpretability under Distribution Shift

The Geometry-Adaptive Explainer (GAE), which realigns the dictionary with the OOD-active subspace while preserving the original sparse feature activations, and bound the excess projection loss caused by any remaining faithfulness gap.

Sung-Jun Lim, Heedong Kim, A. Lee et al. · arXiv.org · 0 citations

Open access Oct 2026

GCH1 p.Ser80Asn Confers Risk for Parkinson's Disease in East Asian Populations.

INTRODUCTION GCH1 has been implicated in Parkinson's disease (PD), but its risks variants and associations are not well defined. OBJECTIVES Our goal was to investigate the clinical relevance and PD risk associated with the GCH1 p.Ser80Asn variant. METHODS We first identified a segregating GCH1 p.Ser80Asn variant in...

Yi-Wen Tay, A. Lee, J. Schee et al. · Movement Disorders · 0 citations