Scholar
Ignavier Ng
Google Scholar ID: bRoHtjQAAAAJ
Carnegie Mellon University
Machine Learning
Causality
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Citations & Impact
All-time
Citations
1,475
H-index
16
i10-index
18
Publications
20
Co-authors
0
Publications
15 items
Score-Based Causal Discovery of Latent Variable Causal Models
2026
Cited
0
Causal Representation Learning from General Environments under Nonparametric Mixing
2026
Cited
0
A General Representation-Based Approach to Multi-Source Domain Adaptation
2026
Cited
0
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
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