Bayesian Networks for Variable Groups

By Pekka Parviainen, Samuel Kaski. 2015

10 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Samuel Kaski
2. Pekka Parviainen

Citations in the corpus

• Multi-Level Cause-Effect Systems (2015, background): “Finally, we note that our work is orthogonal to recent efforts to learn causal graphs over high-dimensional variables (Entner and Hoyer, 2012; Parviainen and Kaski, 2015).”
• Learning structures of Bayesian networks for variable groups (2015, background): “An earlier version of this paper [17] appeared in the proceedings of the PGM 2016 conference.”
• Causal feature learning: an overview (2017, unknown): “Work on learning causal graphs over high-dimensional variables (Entner and Hoyer 2012; Parviainen and Kaski 2015) is orthogonal to ours.”