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cs.LG2025★ 1 cited
The Target Polish: A New Approach to Outlier-Resistant Non-Negative Matrix Factorization
Paul Fogel, Christophe Geissler, George Luta
This paper introduces the "Target Polish," a robust and computationally efficient framework for Non-Negative Matrix Factorization (NMF). Although conventional weighted NMF approach…
stat.AP2025
Bayesian Regression Analysis with the Drift-Diffusion Model
Zekai Jin, Yaakov Stern, Seonjoo Lee
The Drift-Diffusion Model (DDM) is widely used in neuropsychological studies to understand the decision process by incorporating both reaction times and subjects' responses. Variou…
stat.ME2025
Demographic Parity-aware Individualized Treatment Rules
Wenhai Cui, Wen Su, Xiaodong Yan +2
There has been growing interest in developing optimal individualized treatment rules (ITRs) in various fields, such as precision medicine, business decision-making, and social welf…