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Siu Lun Chau
Siu Lun Chau
1
Affiliations
Affiliations
CISPA, University of Oxford
9
papers
140
total citations
papers (9)
RKHS-SHAP: Shapley Values for Kernel Methods
NEURIPS 2022
arXiv
35
citations
Explaining the Uncertain: Stochastic Shapley Values for Gaussian Process Models
NEURIPS 2023
arXiv
27
citations
Deconditional Downscaling with Gaussian Processes
NEURIPS 2021
arXiv
26
citations
BayesIMP: Uncertainty Quantification for Causal Data Fusion
NEURIPS 2021
arXiv
23
citations
Domain Generalisation via Imprecise Learning
ICML 2024
arXiv
14
citations
Explaining Preferences with Shapley Values
NEURIPS 2022
arXiv
7
citations
Integral Imprecise Probability Metrics
NEURIPS 2025
arXiv
7
citations
Kernel Quantile Embeddings and Associated Probability Metrics
ICML 2025
arXiv
1
citations
Giga-scale Kernel Matrix-Vector Multiplication on GPU
NEURIPS 2022
0
citations