On the Recoverability of Causal Relations from Temporally Aggregated
I.I.D. Data

On the Recoverability of Causal Relations from Temporally Aggregated I.I.D. Data

4 June 2024

Kun Zhang

Papers citing "On the Recoverability of Causal Relations from Temporally Aggregated I.I.D. Data"

4 / 4 papers shown

Title
Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy To Game Alexander G. Reisach C. Seiler S. Weichwald CML 43 138 0 26 Feb 2021
Causal Discovery from Heterogeneous/Nonstationary Data with Independent Changes Erdun Gao Kun Zhang Jiji Zhang Joseph Ramsey Ruben Sanchez-Romero Clark Glymour Bernhard Schölkopf 42 220 0 05 Mar 2019
Causal Consistency of Structural Equation Models Paul Kishan Rubenstein S. Weichwald Stephan Bongers Joris M. Mooij Dominik Janzing Moritz Grosse-Wentrup Bernhard Schölkopf CML 53 124 0 04 Jul 2017
Kernel-based Conditional Independence Test and Application in Causal Discovery Kun Zhang J. Peters Dominik Janzing Bernhard Schölkopf BDL CML 64 618 0 14 Feb 2012