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20162026
most citedSmooth Principal Component Analysis over two-dimensional manifolds with an application to Neuroimaging

60 citations · 78 across the 13 of their papers we have counts for

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stat.ML2026

Dimension-reduced outcome-weighted learning for estimating individualized treatment regimes in observational studies

Sungtaek Son, Eardi Lila, Kwun Chuen Gary Chan

Individualized treatment regimes (ITRs) aim to improve clinical outcomes by assigning treatment based on patient-specific characteristics. However, existing methods often struggle…