Siu Lun Chau

📢 Call for Papers – EIML@EurIPS2025 🎓

The 1st Workshop on Epistemic Intelligence in Machine Learning will be held at EurIPS 2025, Copenhagen this December !!

🌐 sites.google.com/view/eiml-euri…

🙏 Honoured to receive the IJAR Young Researcher Award 2025 at #ISIPTA2025!

Grateful for the recognition of our efforts to bridge the mathematical rigour of imprecise probability with ML’s computational challenges.

Excited to keep pushing forward! 💪

🚨 PhD opportunity!

I’m recruiting a PhD student with a strong background in math/stats/CS to join my group at NTU Singapore 🇸🇬
Start: Jan or Aug 2026
Topic: Foundations of Epistemic Uncertainty in ML 🧠🔍
📌 Details: chau999.github.io/group/

RT appreciated!

🚀Are you looking for an axiomatic, error-free, and VERY fast method for feature attribution in kernel methods?

Check out PKEX-Shapley: Product-Kernel Exact Shapley algorithm. Computing Shapley now goes from O(2^d) to just O(d^2). ⚡️

Joint work with @MajidMo80592063 @krikamol

🙋Excited to be speaking at NUS DSDS tomorrow about our recent work "Integral IMPRECISE Probability Metrics"!

If you are curious about what imprecise probabilities are, and how they are (gradually) changing the way we (at least my) view (epistemic) uncertainty in ML? Join us!