Exact Estimation of Multiple Directed Acyclic Graphs

4 Apr 2014 • Chris. J. Oates • Jim Q. Smith • Sach Mukherjee • James Cussens

This paper considers the problem of estimating the structure of multiple related directed acyclic graph (DAG) models. Building on recent developments in exact estimation of DAGs using integer linear programming (ILP), we present an ILP approach for joint estimation over multiple DAGs, that does not require that the vertices in each DAG share a common ordering... (read more)

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