Scholar
Ilya Shpitser
Google Scholar ID: ZyKrSZcAAAAJ
John C. Malone Associate Professor, Department of Computer Science, Johns Hopkins University
artificial intelligence
causal inference
graphical models
statistics
machine learning
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
8,083
H-index
44
i10-index
91
Publications
20
Co-authors
0
Publications
10 items
Score-Based Methods for Selecting Direct Causes in Reweighted Distributions
2026
Cited
0
Functional Estimation under Proxy-Based Full-Law Identification
2026
Cited
0
A Characterization of the Orthocomplement of the Tangent Space of Semiparametric Markov Models
2026
Cited
0
Proximal Identification and Estimation in Front-Door Causal Structures with Unobserved Confounding of the Mediator
2026
Cited
0
Exploiting independence constraints for efficient estimation of bounds on causal effects in the presence of unmeasured confounding
2026
Cited
0
Proximal Causal Inference for Hidden Outcomes
2026
Cited
0
Comparing Two Proxy Methods for Causal Identification
2025
Cited
0
Response to Discussions of "Causal and Counterfactual Views of Missing Data Models"
2025
Cited
0
Load more
