Invitation to Review for EIML@ICML 2026 – 2nd Workshop on Epistemic Intelligence in Machine Learning

[Chau Siu Lun]

Dear ML enthusiasts,

I hope this message finds you well. I am writing on behalf of the organising committee of the 2nd Workshop on Epistemic Intelligence in Machine Learning (EIML@ICML 2026), to be held on 10 July 2026 in Seoul, South Korea, co-located with ICML 2026.

The workshop brings together researchers from machine learning, statistics, philosophy of science, and decision theory to explore uncertainty quantification, AI safety, hallucination detection, continual learning, and related areas centred on reasoning under epistemic uncertainty.

If your expertise and interests matches, we would be honoured to have you serve as a reviewer. The review period runs from 27 April to 27 May 2026, and we anticipate a manageable load of 2–3 papers per reviewer.

But hey, everyone is busy, so why review for EIML?

1. First-hand access to the latest research. You will see cutting-edge work in epistemic uncertainty, AI safety, and generative AI before it is widely published — a rare window into where the field is heading.
2. Give authors the review they deserve. If you have ever received a review from someone clearly outside your area, you know how frustrating it can be. By joining our panel, you help ensure that submissions get the expert, constructive feedback that researchers — especially early-career ones — genuinely need.

If you are available and willing to contribute, please sign up using the form below:

🔗 https://forms.gle/f7q9VuyPxWme7QkEA

For more details about the workshop, please visit: https://sites.google.com/view/eimlicml2026/home

We greatly appreciate your support. Please do not hesitate to reach out at pc.eiml....@gmail.com if you have any questions.

Warm regards,

Siu Lun (Alan) Chau 

On behalf of the EIML@ICML 2026 Organising Committee