🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

At 3:30pm UK time, my PhD student Masha will be speaking about kernel quantiles (and associated distances) at the Isaac Newton inst. Tune in at m.youtube.com/watch?v=p-rZuo… to learn how to use quantiles in RKHS to efficiently represent/compare distributions on general spaces.

🥳 Just managed to finish the first draft of this work after almost four years of work 😅 (Im)possibility of Collective Intelligence arxiv.org/abs/2206.02786 Any feedback is highly appreciated 🙏

Interested in a generalization of the integral probability metric (IPM) to capacities through Choquet integral and how it gives rise to meaningful measure of epistemic uncertainty? 🧐 Check this paper out 👇

In the presence of noisy data, the learner faces epistemic uncertainty (EU) at test time which, in many cases, cannot be resolved on the basis of training data alone. What to do then? Sabina Sloman, Samuel Kaski and I tried to answer this in arxiv.org/abs/2505.23496 1/3

📢📢We are organizing a workshop at #NeurIPS 2025 on the Emergent Trust Risks in Large Reasoning Model. We are inviting members to join our Program Committee. If you are interested in any topics related to LLM safety, we welcome your participation🤩🤩! forms.gle/wjoVyW1Hq1M9Sg…

Glad to share this paper was accepted at ECML PKDD (applied track). Looking forward to presenting our work in beautiful Porto! w/ SLDS / Bernd Bischl Artificial Intelligence and Machine Learning @ LMU Universität München Munich Center for Machine Learning Harvard University Wyss Institute

✈️ Excited to visit Manchester (June 16), Warwick (June 17–18), and the Gatsby Unit at UCL (June 19–20) for research visits. Please feel free to reach out to reconnect or explore new collaborations! The University of Manchester University of Warwick Gatsby Computational Neuroscience Unit

🚀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 Majid Mohammadi Krikamol (Hiring Postdoc)

Thrilled to launch the Rational Intelligence Seminar Series (RISS), starting June 18, 2025! Join us to engage in lively discussions in the first session, “Prediction, Potential Outcomes, and Performativity,” by Sebastian Zezulka. ri-lab.org/riss/

We've written a monograph on Gaussian processes and reproducing kernel methods. arxiv.org/abs/2506.17366

The NeurIPS paper checklist corroborates the bureaucratic theory of statistics. argmin.net/p/standard-err…

Long shot but does anyone still need Airbnb for #ICML2025 ? I have booked everything to go but just got diagnosed with an acute disease that now I can't go 😭😭 since not going, the funding body might not reimburse the costs. high appreciate retweeting or contacting re Airbnb 🙏🏻

🚨 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!

Adam Dziedzic and I are attending #ICML this week. 🇨🇦🇨🇦 If you are interested in chatting about #trustworthy #ML, please drop us a message!

🙏 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! 💪

🎉 Honored to receive the IJAR Young Researcher Award (🥈) The award is given to researchers who demonstrate excellence at an early stage of their scientific careers, sponsored by the International Journal of Approximate Reasoning (IJAR). isipta25.sipta.org/awards