Scholar
Ricardo Silva
Google Scholar ID: I-ANa0QAAAAJ
Professor of Statistical Machine Learning and Data Science, Department of Statistical Science, UCL
Machine learning
latent variable models
causality
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Publications
7 items
Doubly Robust Adaptive Conformal Inference for Causal Effects Under Temporal Dependence
2026
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IV-ICL: Bounding Causal Effects with Instrumental Variables via In-Context Learning
2026
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Correcting heterogeneous diagnostic bias when developing clinical prediction models using causal hidden Markov models
2026
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A Causal Framework for Mitigating Data Shifts in Healthcare
2026
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Treatment effect extrapolation in the presence of unmeasured confounding
2025
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A Shift in Perspective on Causality in Domain Generalization
2025
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Fine-Tuning Pre-trained Language Models for Robust Causal Representation Learning
arXiv.org · 2024
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