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Home/Authors/Siu Lun Chau

Siu Lun Chau

1

Affiliations

Affiliations

CISPA, University of Oxford

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 9:34 PM AMS

9

papers

140

total citations

papers (9)

RKHS-SHAP: Shapley Values for Kernel Methods

NEURIPS 2022arXiv

Explaining the Uncertain: Stochastic Shapley Values for Gaussian Process Models

NEURIPS 2023arXiv

Deconditional Downscaling with Gaussian Processes

NEURIPS 2021arXiv

BayesIMP: Uncertainty Quantification for Causal Data Fusion

NEURIPS 2021arXiv

Domain Generalisation via Imprecise Learning

Explaining Preferences with Shapley Values

NEURIPS 2022arXiv

Integral Imprecise Probability Metrics

NEURIPS 2025arXiv

Kernel Quantile Embeddings and Associated Probability Metrics

Giga-scale Kernel Matrix-Vector Multiplication on GPU