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Causal discovery for observational sciences using supervised machine
  learning
v1v2 (latest)

Causal discovery for observational sciences using supervised machine learning

Journal of Data Science (JDS), 2022
25 February 2022
A. H. Petersen
Joseph Ramsey
C. Ekstrøm
Peter Spirtes
    CML
ArXiv (abs)PDFHTML

Papers citing "Causal discovery for observational sciences using supervised machine learning"

5 / 5 papers shown
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal Learning
Learning Identifiable Structures Helps Avoid Bias in DNN-based Supervised Causal LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Jiaru Zhang
Rui Ding
Qiang Fu
Bojun Huang
Zizhen Deng
Yang Hua
Haibing Guan
Shi Han
Dongmei Zhang
CML
226
0
0
15 Feb 2025
Embracing the black box: Heading towards foundation models for causal
  discovery from time series data
Embracing the black box: Heading towards foundation models for causal discovery from time series data
Gideon Stein
M. Shadaydeh
Joachim Denzler
CMLAI4TS
212
3
0
14 Feb 2024
Sample, estimate, aggregate: A recipe for causal discovery foundation models
Sample, estimate, aggregate: A recipe for causal discovery foundation models
Menghua Wu
Yujia Bao
Regina Barzilay
Tommi Jaakkola
CML
553
12
0
02 Feb 2024
On the Unlikelihood of D-Separation
On the Unlikelihood of D-SeparationEuropean Workshop on Probabilistic Graphical Models (PGM), 2023
Itai Feigenbaum
Haiquan Wang
Shelby Heinecke
Juan Carlos Niebles
Weiran Yao
Caiming Xiong
Devansh Arpit
CML
259
1
0
10 Mar 2023
Log-Paradox: Necessary and sufficient conditions for confounding
  statistically significant pattern reversal under the log-transform
Log-Paradox: Necessary and sufficient conditions for confounding statistically significant pattern reversal under the log-transform
Ben Cardoen
Hanene Ben Yedder
Sieun Lee
I. Nabi
Ghassan Hamarneh
MedIm
232
1
0
09 Feb 2023
1
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