no code implementations • 3 Jun 2022 • Hristo Petkov, Colin Hanley, Feng Dong
Recently, the problem has been formulated into a continuous optimization framework with an acyclicity constraint to learn Directed Acyclic Graphs (DAGs).
1 code implementation • 1 Apr 2022 • Hristo Petkov, Colin Hanley, Feng Dong
Recently, the problem has been formulated into a continuous optimization framework with an acyclicity constraint, allowing for the exploration of deep generative models to better capture data sample distributions and support the discovery of Directed Acyclic Graphs (DAGs) that faithfully represent the underlying data distribution.