DAG Learning from Zero-Inflated Count Data Using Continuous Optimization

Noriaki Sato, Marco Scutari, Shuichi Kawano +2

We address network structure learning from zero-inflated count data by casting each node as a zero-inflated generalized linear model and optimizing a smooth, score-based objective…