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Gunnar König

@gunnark.bsky.social

PostDoc @ Uni Tübingen explainable AI, causality gunnarkoenig.com

15 Posts535 Follower227 Folgt
Gunnar König@gunnark.bsky.social · 8mo ago

At #NeurIPS in San Diego this week? Interested in XAI, causality, or performative prediction? Come visit our poster! 💬 Performative Validity of Recourse Explanations 📆 Wednesday, 4.30 pm, Poster Session 2 w/ Hidde Fokkema, Timo Freiesleben, Celestine Mendler-Dünner, Ulrike von Luxburg

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ELLIS@ellis.eu · 10mo ago

How can we make AI explanations provably correct — not just convincing? 🤔 Join us for the Theory of Explainable Machine Learning Workshop, part of the ELLIS UnConference Copenhagen 🇩🇰 on Dec 2, co-located with #EurIPS. 🕒 Call for contributions open until Oct 15 (AoE) 🔗 eurips.cc/ellis

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Jessica Hullman@jessicahullman.bsky.social · 10mo ago

Looking forward to talking about our work on the value of explanation for decision-making at this workshop

Gunnar König@gunnark.bsky.social · 10mo ago

Interested in provable guarantees and fundamental limitations of XAI? Join us at the "Theory of Explainable AI" workshop Dec 2 in Copenhagen! @ellis.eu @euripsconf.bsky.social Speakers: @jessicahullman.bsky.social @doloresromerom.bsky.social @tpimentel.bsky.social Call for Contributions: Oct 15

Tim van Erven@handle.invalid · 10mo ago

I have 2 open PhD positions on Mathematical Foundations for Explainable AI: Position 1: werkenbij.uva.nl/en/vacancies... (apply by October 13, 2025) Position 2: applications via the Ellis PhD Program: ellis.eu/news/ellis-p... by Oct. 31. Both positions are equivalent (except for starting dates)

Vacancy — PhD Position on Mathematical Foundations for Explainable AI

Are you highly motivated to do PhD research in mathematical machine learning, with special emphasis on mathematical foundations for explainable AI? If yes, the Korteweg-de Vries Institute for Mathemat...

werkenbij.uva.nl

Gunnar König@gunnark.bsky.social · 10mo ago

Interested in provable guarantees and fundamental limitations of XAI? Join us at the "Theory of Explainable AI" workshop Dec 2 in Copenhagen! @ellis.eu @euripsconf.bsky.social Speakers: @jessicahullman.bsky.social @doloresromerom.bsky.social @tpimentel.bsky.social Call for Contributions: Oct 15

Theory of XAI Workshop

Explainable AI (XAI) is now deployed across a wide range of settings, including high-stakes domains in which misleading explanations can cause real harm. For example, explanations are required by law ...

sites.google.com

Tim van Erven@handle.invalid · 10mo ago

🚨 Workshop on the Theory of Explainable Machine Learning Call for ≤2 page extended abstract submissions by October 15 now open! 📍 Ellis UnConference in Copenhagen 📅 Dec. 2 🔗 More info: sites.google.com/view/theory-... @gunnark.bsky.social @ulrikeluxburg.bsky.social @emmanuelesposito.bsky.social

Theory of XAI Workshop, Dec 2, 2025

Explainable AI (XAI) is now deployed across a wide range of settings, including high-stakes domains in which misleading explanations can cause real harm. For example, explanations are required by law ...

sites.google.com

Gunnar König@gunnark.bsky.social · last yr.

In many XAI applications, it is crucial to determine whether features contribute individually or only when combined. However, existing methods fail to reveal cooperations since they entangle individual contributions with those made via interactions and dependencies. We show how to disentangle them!

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Tim van Erven@handle.invalid · last yr.

And the video of Gunnar's talk is up on YouTube in case you missed it: youtu.be/7MrMjabTbuM @gunnark.bsky.social

Theory of Interpretable AI Seminar: Gunnar König

YouTube video by Theory of Interpretable AI Seminar

youtu.be

Tim van Erven@handle.invalid · last yr.

Curious about feature attribution? SHAP & LIME treat features independently—but features interact! Come hear how to "Disentangle Interactions and Dependencies in Feature Attribution" Tuesday May 6 (today!) 4pm CET, 10am ET tverven.github.io/tiai-seminar/