Learning Large Causal Structures from Inverse Covariance Matrix via
Sparse Matrix Decomposition

Learning Large Causal Structures from Inverse Covariance Matrix via Sparse Matrix Decomposition

25 November 2022

Yusuke Koyanagi

Michèle Sebag

Papers citing "Learning Large Causal Structures from Inverse Covariance Matrix via Sparse Matrix Decomposition"

5 / 5 papers shown

Title
QWO: Speeding Up Permutation-Based Causal Discovery in LiGAMs Mohammad Shahverdikondori Ehsan Mokhtarian Negar Kiyavash CML 36 0 0 30 Oct 2024
Optimal estimation of Gaussian DAG models Ming Gao W. Tai Bryon Aragam 53 9 0 25 Jan 2022
BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery Chris Cundy Aditya Grover Stefano Ermon CML 49 72 0 06 Dec 2021
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 228 628 0 20 Feb 2013
A Polynomial-Time Algorithm for Deciding Markov Equivalence of Directed Cyclic Graphical Models Thomas S. Richardson 65 45 0 13 Feb 2013