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Scalable Differentiable Causal Discovery in the Presence of Latent
  Confounders with Skeleton Posterior (Extended Version)

Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior (Extended Version)

15 June 2024
Pingchuan Ma
Rui Ding
Qiang Fu
Jiaru Zhang
Shuai Wang
Shi Han
Dongmei Zhang
    CML
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Papers citing "Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior (Extended Version)"

3 / 3 papers shown
Title
BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery
BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery
Chris Cundy
Aditya Grover
Stefano Ermon
CML
32
71
0
06 Dec 2021
Iterative Causal Discovery in the Possible Presence of Latent
  Confounders and Selection Bias
Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection Bias
R. Y. Rohekar
Shami Nisimov
Yaniv Gurwicz
Gal Novik
CML
128
24
0
07 Nov 2021
ML4C: Seeing Causality Through Latent Vicinity
ML4C: Seeing Causality Through Latent Vicinity
Haoyue Dai
Rui Ding
Yuanyuan Jiang
Shi Han
Dongmei Zhang
OOD
27
13
0
01 Oct 2021
1