2 papers
cs.LG2026
Bridged Clustering: Semi-Supervised Sparse Bridging
Patrick Peixuan Ye, Chen Shani, Ellen Vitercik
We introduce Bridged Clustering, a semi-supervised framework to learn predictors from any unpaired input and output dataset. Our method first clusters and independe…
cs.HC2025
Measuring Mental Health Variables in Computational Research: Toward Validated, Dimensional, and Transdiagnostic Approaches
Chen Shani, Elizabeth C. Stade
Computational mental health research develops models to predict and understand psychological phenomena, but often relies on inappropriate measures of psychopathology constructs, un…