Scholar
Sonali Parbhoo
Google Scholar ID: FwEz5s4AAAAJ
Assistant Professor, Imperial College London
Bayesian Inference
Causality
Reinforcement Learning
Interpretability
Healthcare
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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
Email
s.parbhoo@imperial.ac.uk
CV
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Publications
11 items
Continual Learning without Continual Training
2026
Cited
0
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
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Co-authors
5 total
Finale Doshi-Velez
Professor, Harvard
Michael C. Hughes
Assistant Professor of Computer Science, Tufts University
Adam Kortylewski
Research Group Leader, University of Freiburg and Max Planck Institute for Informatics
Matthieu Komorowski
MD, PhD, Former Clinical Senior Lecturer at Imperial College London ; Visiting Scholar at MIT
A. Aldo Faisal
Professor in AI & Neuroscience, Imperial College; Chair in Digital Health, Universität Bayreuth
