Quantifying intrinsic causal contributions via structure preserving
interventions

Quantifying intrinsic causal contributions via structure preserving interventions

1 July 2020

Dominik Janzing

Patrick Blobaum

Atalanti A. Mastakouri

Kailash Budhathoki

Papers citing "Quantifying intrinsic causal contributions via structure preserving interventions"

6 / 6 papers shown

Title
Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis Hiroshi Yokoyama Ryusei Shingaki Kaneharu Nishino Shohei Shimizu Thong Pham CML 82 0 0 11 Nov 2024
Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making Stelios Triantafyllou A. Sukovic Yasaman Zolfimoselo Goran Radanović CML 40 0 0 16 Oct 2024
Root Cause Analysis of Outliers with Missing Structural Knowledge Nastaran Okati Sergio Hernan Garrido Mejia William Orchard Patrick Blöbaum Dominik Janzing 33 2 0 07 Jun 2024
Beyond Single-Feature Importance with ICECREAM M.-J. Oesterle Patrick Blobaum Atalanti A. Mastakouri Elke Kirschbaum CML 45 1 0 19 Jul 2023
Backtracking Counterfactuals Julius von Kügelgen Abdirisak Mohamed Sander Beckers LRM 48 18 0 01 Nov 2022
DoWhy-GCM: An extension of DoWhy for causal inference in graphical causal models Patrick Blobaum P. Götz Kailash Budhathoki Atalanti A. Mastakouri Dominik Janzing 33 51 0 14 Jun 2022