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Invariant Ancestry Search
v1v2 (latest)

Invariant Ancestry Search

International Conference on Machine Learning (ICML), 2022
2 February 2022
Phillip B. Mogensen
Nikolaj Thams
J. Peters
ArXiv (abs)PDFHTMLGithub (159★)

Papers citing "Invariant Ancestry Search"

4 / 4 papers shown
Efficient Identification of Direct Causal Parents via Invariance and
  Minimum Error Testing
Efficient Identification of Direct Causal Parents via Invariance and Minimum Error Testing
Minh Le Nguyen
Mert R. Sabuncu
240
2
0
19 Sep 2024
Model-based causal feature selection for general response types
Model-based causal feature selection for general response typesJournal of the American Statistical Association (JASA), 2023
Lucas Kook
Sorawit Saengkyongam
A. Lundborg
Torsten Hothorn
Jonas Peters
CMLOOD
502
9
0
22 Sep 2023
A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive
  Noise Models
A Scale-Invariant Sorting Criterion to Find a Causal Order in Additive Noise ModelsNeural Information Processing Systems (NeurIPS), 2023
Alexander G. Reisach
Myriam Tami
C. Seiler
Antoine Chambaz
S. Weichwald
CML
371
31
0
31 Mar 2023
Causal Discovery using Model Invariance through Knockoff Interventions
Causal Discovery using Model Invariance through Knockoff Interventions
Wasim Ahmad
M. Shadaydeh
Joachim Denzler
CML
217
7
0
08 Jul 2022
1
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