2 papers
stat.ML2019
Sparse Tensor Additive Regression
Botao Hao, Boxiang Wang, Pengyuan Wang +3
Tensors are becoming prevalent in modern applications such as medical imaging and digital marketing. In this paper, we propose a sparse tensor additive regression (STAR) that model…
stat.ME2018
Generalized Connectivity Matrix Response Regression with Applications in Brain Connectivity Studies
Jingfei Zhang, Will Wei Sun, Lexin Li
Multiple-subject network data are fast emerging in recent years, where a separate connectivity matrix is measured over a common set of nodes for each individual subject, along with…