Identifiability of Causal Graphs using Functional Models

Identifiability of Causal Graphs using Functional Models

14 February 2012

Joris Mooij

Dominik Janzing

Bernhard Schölkopf

Papers citing "Identifiability of Causal Graphs using Functional Models"

7 / 7 papers shown

Title
Characterization and Greedy Learning of Gaussian Structural Causal Models under Unknown Interventions Juan L. Gamella Armeen Taeb C. Heinze-Deml Peter Buhlmann CML 111 8 0 13 Mar 2025
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models Ruta Binkyte Ivaxi Sheth Zhijing Jin Mohammad Havaei Bernhard Schölkopf Mario Fritz 382 1 0 28 Feb 2025
Causal Temporal Regime Structure Learning Abdellah Rahmani Pascal Frossard CML 169 2 0 20 Feb 2025
Causal Discovery from Conditionally Stationary Time Series Carles Balsells-Rodas Ruibo Tu Tanmayee Narendra Yingzhen Li Gabriele Schweikert Hedvig Kjellström Yingzhen Li AI4TS BDL CML 94 6 0 12 Oct 2021
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 235 633 0 20 Feb 2013
On the Identifiability of the Post-Nonlinear Causal Model Kun Zhang Aapo Hyvarinen CML 143 558 0 09 May 2012
Causal inference using the algorithmic Markov condition Dominik Janzing Bernhard Schölkopf CML 82 305 0 23 Apr 2008