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Siu Lun Chau

8 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAAI ×2AISTATS ×2ICML ×2NeurIPS ×1UAI ×1

Frequent coauthors

Krikamol Muandet
×8
Anurag Singh
×2
Majid Mohammadi
×1
Ilaria Tiddi
×1
Annette ten Teije
×1
Antonin Schrab
×1
Arthur Gretton
×1
Dino Sejdinovic
×1
Michele Caprio
×1
Masha Naslidnyk
×1
François-Xavier Briol
×1
Kiet Q. H. Vo
×1

Papers

  1. Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes
    AAAI 2026 ·
    Majid Mohammadi
    ,
    Krikamol Muandet
    ,
    Ilaria Tiddi
    ,
    Annette ten Teije
    , Siu Lun Chau
  2. Credal Two-Sample Tests of Epistemic Uncertainty
    AISTATS 2025 · Siu Lun Chau,
    Antonin Schrab
    ,
    Arthur Gretton
    ,
    Dino Sejdinovic
    ,
    Krikamol Muandet
  3. Integral Imprecise Probability Metrics
    NeurIPS 2025 · Siu Lun Chau,
    Michele Caprio
    ,
    Krikamol Muandet
  4. Kernel Quantile Embeddings and Associated Probability Metrics
    ICML 2025 ·
    Masha Naslidnyk
    , Siu Lun Chau,
    François-Xavier Briol
    ,
    Krikamol Muandet
  5. Truthful Elicitation of Imprecise Forecasts
    UAI 2025 ·
    Anurag Singh
    , Siu Lun Chau,
    Krikamol Muandet
  6. Causal Strategic Learning with Competitive Selection
    AAAI 2024 ·
    Kiet Q. H. Vo
    ,
    Muneeb Aadil
    , Siu Lun Chau,
    Krikamol Muandet
  7. Domain Generalisation via Imprecise Learning
    ICML 2024 ·
    Anurag Singh
    , Siu Lun Chau,
    Shahine Bouabid
    ,
    Krikamol Muandet
  8. Looping in the Human: Collaborative and Explainable Bayesian Optimization
    AISTATS 2024 ·
    Masaki Adachi
    ,
    Brady Planden
    ,
    David A. Howey
    ,
    Michael A. Osborne
    ,
    Sebastian Orbell
    ,
    Natalia Ares
    ,
    Krikamol Muandet
    , Siu Lun Chau