3 papers
stat.ME2026
Joint Nuclear and Regularization for Logistic Matrix Regression with Applications to Brain Imaging
Damian Brzyski, Aaron Cohen, Zijian Wang +3
We introduce a new convex optimization framework for logistic scalar-on-matrix regression which incorporates nuclear and norm penalties to enforce simultaneously low-rank…
q-bio.NC2026
The Genetic and Environmental Architecture of the Human Functional Connectome
Tanu Raghav, Daniel Guerrero, Uttara Tipnis +8
Functional connectivity varies across individuals due to genetic and environmental factors, yet classical twin models typically confound non-shared environment with measurement err…
q-bio.NC2025
Resting State Functional Connectivity Patterns Associate with Alcohol Use Disorder Characteristics: Insights from the Triple Network Model
Daniel Guerrero, Mario Dzemidzic, Mahdi Moghaddam +7
Prolonged alcohol use results in neuroadaptations that mark more severe and treatment-resistant alcohol use. The goal of this study was to identify functional connectivity brain pa…