Vinod Kumar Chauhan
BSc MCA PhD
Postdoctoral Research Fellow
Dr. Vinod Kumar Chauhan is a postdoctoral research fellow in the Institute of Biomedical Engineering at the University of Oxford UK. His primary research interests lie in Causal Machine Learning with applications to healthcare. Additionally, he is broadly interested in machine learning for healthcare. Prior to his current role, he served as a postdoctoral research fellow at the University of Cambridge UK, and completed his PhD at the Panjab University Chandigarh, India.
Recent publications
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A context-aware methodology for fault detection and severity classification under variable operating conditions
Conference paper
De Fabritiis F. et al, (2025)
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Individualised treatment effects estimation with composite treatments and composite outcomes
Conference paper
Kumar Chauhan V. et al, (2025)
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Individualised Treatment Effects Estimation with Composite Treatments
and Composite Outcomes
Preprint
Chauhan VK. et al, (2025)
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Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation
Conference paper
Chauhan VK. et al, (2024), INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 238, 238
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Adversarial De-confounding in Individualised Treatment Effects Estimation
Conference paper
Chauhan VK. et al, (2023), INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 206, 206, 837 - 849