iiinova — where your digital self keeps evolving

Reposted by Krikamol Muandet

CISPA Helmholtz Center for Information Security @cispa.de · 29/09/2026

From Waterloo to Toronto and Montréal: our CISPA delegation connected with researchers and key players across Canada’s AI and cybersecurity ecosystem. The trip offered new perspectives & was an important first step in exploring future connections between the Canadian and German research communities.

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Reposted by Krikamol Muandet

CISPA Helmholtz Center for Information Security @cispa.de · 07/09/2026

Congratulations to @krikamol.bsky.social on becoming tenured CISPA-Faculty! 🎉 In our interview, he talks about “Rational Intelligence,” AI that knows the limits of its knowledge, and why tenure gives him the freedom to pursue ambitious research questions. 👉 Read now: cispa.de/en/krikamol-tenure

cispa.de

Krikamol Muandet Successfully Completes His Tenure Review

What does it mean for an AI system to act rationally in a world full of uncertainty? This question is at the heart of Krikamol Muandet’s research. Following his successful tenure evaluation, he is now...

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Krikamol Muandet @krikamol.bsky.social · 01/05/2026

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

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Krikamol Muandet @krikamol.bsky.social · 20/04/2026

Extended submission deadline: April 24th, 2026!

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Krikamol Muandet @krikamol.bsky.social · 13/04/2026

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...

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Krikamol Muandet @krikamol.bsky.social · 22/03/2026

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!

sites.google.com

EIML@ICML2026

EIML@EurIPS 2025 marked the beginning of a growing community on Epistemic Intelligence in Machine Learning. The conversation continues.

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Reposted by Krikamol Muandet

Julian Rodemann @jurodemann.bsky.social · 06/02/2026

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

arxiv.org

Performative Learning Theory

Performative predictions influence the very outcomes they aim to forecast. We study performative predictions that affect a sample (e.g., only existing users of an app) and/or the whole population (e.g...

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Krikamol Muandet @krikamol.bsky.social · 31/07/2025

📣 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!

fsmlims.wixsite.com

Home | The Inaugural Workshop on Frontiers in Statistical Machine Learning

The Inaugural Workshop on Frontiers in Statistical Machine Learning

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Reposted by Krikamol Muandet

Arthur Gretton @arthurgretton.bsky.social · 03/05/2025

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

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Reposted by Krikamol Muandet

Sébastien Destercke @sebastiendestercke.bsky.social · 26/04/2025

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...

youtube.com

SIPTA Seminar by Krikamol Muandet: Imprecise generalisation

YouTube video by Imprecise Probabilities Channel of SIPTA

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Krikamol Muandet @krikamol.bsky.social · 24/04/2025

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.

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Krikamol Muandet @krikamol.bsky.social · 02/04/2025

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/...

jobs.cispa.saarland

Tenure-Track Faculty in all areas related to Information Security and Artificial Intelligence (f/m/d) - extended call | CISPA | Jobs

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Krikamol Muandet @krikamol.bsky.social · 12/02/2025

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

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Krikamol Muandet @krikamol.bsky.social · 04/12/2024

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... 🧵 👇

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