Learning Directed Acyclic Graphs with Penalized Neighbourhood Regression

29 November 2015

Papers citing "Learning Directed Acyclic Graphs with Penalized Neighbourhood Regression"

6 / 6 papers shown

Title
ExDAG: Exact learning of DAGs Pavel Rytír Ales Wodecki Jakub Marecek CML 38 1 0 21 Jun 2024
Sample, estimate, aggregate: A recipe for causal discovery foundation models Menghua Wu Yujia Bao Regina Barzilay Tommi Jaakkola CML 41 7 0 02 Feb 2024
Directed Acyclic Graph Structure Learning from Dynamic Graphs Shaohua Fan Shuyang Zhang Xiao Wang Chuan Shi CML 31 5 0 30 Nov 2022
Optimal estimation of Gaussian DAG models Ming Gao W. Tai Bryon Aragam 25 9 0 25 Jan 2022
Structure learning in polynomial time: Greedy algorithms, Bregman information, and exponential families Goutham Rajendran Bohdan Kivva Ming Gao Bryon Aragam 21 17 0 10 Oct 2021
DYNOTEARS: Structure Learning from Time-Series Data Roxana Pamfil Nisara Sriwattanaworachai Shaan Desai Philip Pilgerstorfer Paul Beaumont K. Georgatzis Bryon Aragam CML AI4TS BDL 17 187 0 02 Feb 2020