Nonlinear Causal Discovery with Confounders

Keyphrases

• Functional Structure 100%
• Structure Estimation 100%
• Nonlinear Causal Discovery 100%
• Confounding 50%
• Scalable Computation 25%
• Nonlinearity 25%
• Model Identifiability 25%
• Deconfounding 25%
• Directed Acyclic Graph 25%
• Confounding Effect 25%
• Variable Order 25%
• Nonlinear Relationship 25%
• Gaussian Errors 25%
• Discovery Method 25%
• Sublinear Growth 25%
• Sequential Procedure 25%
• Minimality 25%
• Causal Order 25%
• Causal Discovery 25%
• Feedforward Neural Network 25%
• Python Implementation 25%
• Gene Regulatory Network Analysis 25%
• Correlated Gaussian 25%

Mathematics

• Confounders 100%
• Causal Discovery 100%
• Confounding 100%
• Identifiability 33%
• Gaussian Distribution 33%
• Minimality 33%
• Nonlinear Relationship 33%
• Directed Acyclic Graph 33%
• Supplementary Material 33%
• Neural Network 33%
• Causal Order 33%
• Nonlinearity 33%

Computer Science

• Functional Structure 100%
• Directed Acyclic Graph 25%
• Sequential Procedure 25%
• Supplementary Material 25%
• Feedforward Neural Network 25%