Siu Lun Chau
Scholar

Siu Lun Chau

Google Scholar ID: e7ZBlIsAAAAJ
Assistant Professor of Statistical Machine Learning at Nanyang Technological University
Uncertainty quantificationImprecise probabilitiesCooperative game theoryKernel Methods
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Citations & Impact
All-time
Citations
294
 
H-index
10
 
i10-index
10
 
Publications
20
 
Co-authors
18
list available
Contact
No contact links provided.
Publications
18 items
Quantification of Credal Uncertainty: A Distance-Based Approach
2026
Cited
0
Verbalizing LLM's Higher-order Uncertainty via Imprecise Probabilities
2026
Cited
0
Incentive Aware AI Regulations: A Credal Characterisation
2026
Cited
0
Instrumental and Proximal Causal Inference with Gaussian Processes
2026
Cited
0
Set-based v.s. Distribution-based Representations of Epistemic Uncertainty: A Comparative Study
2026
Cited
0
Robust Predictive Uncertainty and Double Descent in Contaminated Bayesian Random Features
2026
Cited
0
Learning Credal Ensembles via Distributionally Robust Optimization
2026
Cited
0
Quantifying Epistemic Predictive Uncertainty in Conformal Prediction
2026
Cited
0
Resume (English only)
Co-authors
18 total
Dino Sejdinovic
Dino Sejdinovic
Professor of Statistical Machine Learning, Adelaide University
Krikamol Muandet
Krikamol Muandet
CISPA - Helmholtz Center for Information Security
Javier González
Javier González
Ellison Institute of Technology, Oxford
Robert Hu
Robert Hu
Research Scientist
Shahine Bouabid
Shahine Bouabid
Massachusetts Institute of Technology
Michael A Osborne
Michael A Osborne
Professor of Machine Learning, University of Oxford
Masaki Adachi
Masaki Adachi
Group Manager, Toyota Motor Corporation
ANURAG SINGH
ANURAG SINGH
CISPA Helmholtz Center for Information Security