Nonlinear tensor regression.
Graphical Dirichlet process.
A new Gaussian graphical model that produces subject-specific and predictive graphs with theoretical guarantee.
The successful development and implementation of precision immuno-oncology therapies requires a deeper understanding of the immune architecture at a patient level. T-cell Receptor (TCR) repertoire sequencing is a relatively new technology that …
A Bayesian hierarchical varying-sparsity regression (BEHAVIOR) model that selects clinically relevant disease markers by integrating proteogenomic and clinical data.
A new directed acyclic graphical model that produces subject-specific and predictive graphs with theoretical guarantee.
A hierarchical reciprocal graphical models to infer gene networks from heterogeneous data with or without known groups.