Sonali Parbhoo
Scholar

Sonali Parbhoo

Google Scholar ID: FwEz5s4AAAAJ
Assistant Professor, Imperial College London
Bayesian InferenceCausalityReinforcement LearningInterpretabilityHealthcare
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Citations & Impact
All-time
Citations
1,251
 
H-index
13
 
i10-index
17
 
Publications
20
 
Co-authors
14
list available
Contact
Emails.parbhoo@imperial.ac.ukCVOpen ↗
Publications
10 items
Why LLMs Fail at Causal Discovery and How Interventional Agents Escape
2026
Cited
0
Causal methods for LLM development and evaluation
2026
Cited
0
Causal Machine Learning Is Not a Panacea: A Roadmap for Observational Causal Inference in Health
2026
Cited
0
The Alignment Auditor: A Bayesian Framework for Verifying and Refining LLM Objectives
2025
Cited
0
Learning from Failures: Understanding LLM Alignment through Failure-Aware Inverse RL
2025
Cited
0
Improving ARDS Diagnosis Through Context-Aware Concept Bottleneck Models
2025
Cited
0
Causal Bayesian Optimization with Unknown Graphs
2025
Cited
0
Do regularization methods for shortcut mitigation work as intended?
2025
Cited
0
Resume (English only)
Co-authors
14 total
Finale Doshi-Velez
Finale Doshi-Velez
Professor, Harvard
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Michael C. Hughes
Michael C. Hughes
Assistant Professor of Computer Science, Tufts University
Co-author 6
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Co-author 7
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Co-author 8
Co-author 8