Optimal Kernel Choice for Score Function-based Causal Discovery

14 July 2024

Papers citing "Optimal Kernel Choice for Score Function-based Causal Discovery"

6 / 6 papers shown

Title
Rank-Based Causal Discovery for Post-Nonlinear Models Grigor Keropyan David Strieder Mathias Drton CML 66 6 0 23 Feb 2023
D'ya like DAGs? A Survey on Structure Learning and Causal Discovery M. Vowels Necati Cihan Camgöz Richard Bowden CML 70 300 0 03 Mar 2021
Learning Sparse Nonparametric DAGs Xun Zheng Chen Dan Bryon Aragam Pradeep Ravikumar Eric Xing CML 145 260 0 29 Sep 2019
DAG-GNN: DAG Structure Learning with Graph Neural Networks Yue Yu Jie Chen Tian Gao Mo Yu BDL CML GNN 67 485 0 22 Apr 2019
A Kernelized Stein Discrepancy for Goodness-of-fit Tests and Model Evaluation Qiang Liu Jason D. Lee Michael I. Jordan 98 483 0 10 Feb 2016
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 82 621 0 14 Feb 2012