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The interventional Bayesian Gaussian equivalent score for Bayesian
  causal inference with unknown soft interventions

The interventional Bayesian Gaussian equivalent score for Bayesian causal inference with unknown soft interventions

5 May 2022
Jack Kuipers
G. Moffa
    CML
ArXiv (abs)PDFHTMLGithub (3★)

Papers citing "The interventional Bayesian Gaussian equivalent score for Bayesian causal inference with unknown soft interventions"

4 / 4 papers shown
Title
Identifiability Guarantees for Causal Disentanglement from Soft
  Interventions
Identifiability Guarantees for Causal Disentanglement from Soft Interventions
Jiaqi Zhang
C. Squires
Kristjan Greenewald
Akash Srivastava
Karthikeyan Shanmugam
Caroline Uhler
CML
134
65
0
12 Jul 2023
Active Learning for Optimal Intervention Design in Causal Models
Active Learning for Optimal Intervention Design in Causal Models
Jiaqi Zhang
Louis V. Cammarata
C. Squires
T. Sapsis
Caroline Uhler
CML
109
28
0
10 Sep 2022
BaCaDI: Bayesian Causal Discovery with Unknown Interventions
BaCaDI: Bayesian Causal Discovery with Unknown Interventions
Alexander Hagele
Jonas Rothfuss
Lars Lorch
Vignesh Ram Somnath
Bernhard Schölkopf
Andreas Krause
CMLBDL
119
22
0
03 Jun 2022
Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure
  Learning Algorithms
Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure Learning Algorithms
Felix L. Rios
G. Moffa
Jack Kuipers
CML
98
12
0
08 Jul 2021
1