2025 marks the 10-year anniversary of Layer-wise Relevance Propagation (LRP)! 🥳 To celebrate a decade of this attribution method, we highlight key milestones from the past ten years in our LinkedIn post. Learn more here: www.linkedin.com/posts/xai-be...

Klaus-Robert Müller, Pioneer in Machine Learning, honored with the 2026 Gottfried Wilhelm Leibniz Prize by @dfg.de

www.bifold.berlin/news-events/...

@tuberlin.bsky.social #mlsky @xai-berlin.bsky.social #datascience #AI

San Diego 🇺🇸 or Mexico City 🇲🇽 for #NeurIPS2025? We got you covered either way 😎

On Dec 3rd:
🇲🇽 @dilya.bsky.social present our work on the fragility of Mech Interp in Mexico
🇺🇸 @lkopf.bsky.social present our work on polysemanticity in San Diego

I am not there this year, so I‘ll be cheering from afar!

✈️🇲🇽 Next Wednesday (Dec 3), 1–4 p.m. CST, I’ll be presenting Manipulating Feature Visualizations with Gradient Slingshots at NeurIPS 2025 in Mexico City!

Feature Visualization has long been a staple interpretability tool. Our work shows it’s far from reliable! 🚨

Join us today from 4:30 to 7:30 PM @neuripsconf.bsky.social Hall C,D,E #1006 for our poster on SmoothDiff, a novel XAI method leveraging automatic differentiation.
🧵1/6

I’m at #NeurIPS in San Diego this week! Come see our poster on feature interpretability. Find @eberleoliver.bsky.social and me at:

🪧Poster Session 1 @ Exhibit Hall C,D,E #1015
Wed 3 Dec, 11 am - 2 pm
🪧Poster @ Mech Interp Workshop
Upper Level Room 30A-E
Sun 7 Dec, 8 am - 5 pm

🚀 Visit our #NeurIPS posters at @neuripsconf.bsky.social!
Meet and interact with our authors at all locations — San Diego, Mexico City, and Copenhagen.
Details in the thread.
👇👇👇

Congratulations to Jonas Dippel on completing his PhD. 🎉
Alongside his work on histopathology foundation models 🧱, he contributed to multiple projects in explainable AI 🔎, advancing precision pathology and uncovering spurious correlations in unsupervised vision models.

#XAI #MachineLearning

Heading to the EMNLP BlackboxNLP Workshop this Sunday? Don’t miss @nfel.bsky.social and @lkopf.bsky.social poster on „Interpreting Language Models Through Concept Descriptions: A Survey“
aclanthology.org/2025.blackbo...

#EMNLP #BlackboxNLP #XAI #Interpretapility

We are grateful for the opportunity to present some of our work at the All Hands Meeting of the German AI Centers, hosted by @dfki.bsky.social in Saarbrücken.

Andreas Lutz @eberleoliver.bsky.social Manuel Welte @lorenzlinhardt.bsky.social @lkopf.bsky.social

#AI #XAI #Interpretability

Happy to share that our PRISM paper has been accepted at #NeurIPS2025 🎉

In this work, we introduce a multi-concept feature description framework that can identify and score polysemantic features.

📄 Paper: arxiv.org/abs/2506.15538

#NeurIPS #MechInterp #XAI

This is the eXplainable AI research channel of the machine learning group of Prof. Klaus-Robert Müller at Technische Universität Berlin @tuberlin.bsky.social & BIFOLD @bifold.berlin.
Let's connect!
#XAI #ExplainableAI #MechInterp #MachineLearning #Interpretability