What does generalization mean under performativity? To learn more, check out this paper from @jurodemann.bsky.social

Extended submission deadline: April 24th, 2026!

Join our 2nd Workshop on Epistemic Intelligence in Machine Learning at @icmlconf.bsky.social to explore theoretical foundations, algorithmic innovations, or real-world applications that grapple with "unknown unknowns" 📢 Call for papers: sites.google.com/view/eimlicm...

Great news! Our 2nd Workshop on Epistemic Intelligence in Machine Learning (EIML) will happen again and will co-locate with @icmlconf.bsky.social in Seoul, South Korea 🇰🇷. 🔗 sites.google.com/view/eimlicm... Stay tuned for an update!

Predictions can affect the thing they aim to predict. Think of self-fulfilling economic forecasts or self-negating routing (Google maps etc.). Can we learn from samples that reacted to our model? And what if the ground truth also reacts? 👇Answers👇 arxiv.org/abs/2602.04402 w/ @krikamol.bsky.social

📣 I’ll be in Nashville, Tennessee 🇺🇸on Friday and Saturday to speak about our work on “imprecise generalisation” at the annual IMS Frontiers in Statistical Machine Learning (FSML) workshop (fsmlims.wixsite.com/fsml25) If you are around (either for JSM or IMS NRC), let’s catch up!

Credal Two-Sample Tests of Epistemic Uncertainty at #AISTATS25 Compare credal sets: convex sets of prob measures where elements capture aleatoric uncertainty; set represents epistemic uncertainty. arxiv.org/abs/2410.12921 @slchau.bsky.social Schrab @sejdino.bsky.social @krikamol.bsky.social

In case you are interested in very recent advances of learning under imprecision with probability sets, you can check out the recent and fantastic SIPTA virtual talk by @krikamol.bsky.social, now on youtube: www.youtube.com/watch?v=gGPF...

Farewell Party for @slchau.bsky.social who has been with our lab for over two years as a postdoc. He will soon start his lab as an Assistant Professor at NTU Singapore. This mark the end of his time with us, but will start a lifelong collaboration. We wish him success in his adademic endevour.

Tenure-Track Faculty at CISPA - extended call (deadline: April 8, 2025 23:59 AoE) In view of the current geopolitical landscape, we have decided to invite a further round of applications of renowned candidates with an outstanding track record. jobs.cispa.saarland/jobs/detail/...

Excited to be part of the Bellairs Workshop on Causality (bclworkshop.github.io/2025/) happening this week in Barbados 🇧🇧 Looking forward to catching up with causality people and learning something new. #Causality #Rationality #LLM

Today, I presented the first annual report to our group at CISPA reflecting on both our accomplishments and things we can improve on. Time flies, but I am proud of what we have achieved together. Slides: ri-lab.org/assets/slide... 🧵 👇