Causal Inference
Transportability/Generalizability Heterogeneous treatment effect Time-dependent exposures and outcomes Non/semi-parametric theory Failure time outcomes |
Machine Learning
Convergence rate characterization A prior knowledge incorporation Structured learning Mixed integer programming High-dimensional data |
Application
Cardiovascular disease Infectious disease Mental health Oncology HIV |