Ilya Shpitser
Scholar

Ilya Shpitser

Google Scholar ID: ZyKrSZcAAAAJ
John C. Malone Associate Professor, Department of Computer Science, Johns Hopkins University
artificial intelligencecausal inferencegraphical modelsstatisticsmachine learning
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Citations & Impact
All-time
Citations
8,083
 
H-index
44
 
i10-index
91
 
Publications
20
 
Co-authors
0
 
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No contact links provided.
Publications
6 items
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
Recursive Equations For Imputation Of Missing Not At Random Data With Sparse Pattern Support
2025
Cited
0
Explaining The Behavior Of Black-Box Prediction Algorithms With Causal Learning
arXiv.org · 2020
Cited
15
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)