Ignavier Ng
Scholar

Ignavier Ng

Google Scholar ID: bRoHtjQAAAAJ
Carnegie Mellon University
Machine LearningCausality
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Citations & Impact
All-time
Citations
1,475
 
H-index
16
 
i10-index
18
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
12 items
SEDGE: Structural Extrapolated Data Generation
2026
Cited
0
Latent Variable Causal Discovery under Selection Bias
2025
Cited
0
Higher-Order Causal Structure Learning with Additive Models
2025
Cited
1
Debiasing Reward Models by Representation Learning with Guarantees
2025
Cited
0
Score-based Greedy Search for Structure Identification of Partially Observed Linear Causal Models
2025
Cited
0
Analytic DAG Constraints for Differentiable DAG Learning
2025
Cited
1
When Selection Meets Intervention: Additional Complexities in Causal Discovery
2025
Cited
0
Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning
2025
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)