Local-Aggregate Modeling for Big-Data via Distributed Optimization: Applications to Neuroimaging

Yue Hu, Genevera I. Allen

Technological advances have led to a proliferation of structured big data that have matrix-valued covariates. We are specifically motivated to build predictive models for multi-sub…