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Tim van Erven

@timvanerven.nl
1.1K followers 382 following 116 posts

Associate professor in machine learning at the University of Amsterdam. Topics: (online) learning theory and the mathematics of explainable AI. www.timvanerven.nl Theory of Interpretable AI seminar: tverven.github.io/tiai-seminar

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Reposted by Tim van Erven
Huck Bennett @huckbennett.bsky.social · 22/09/2026
Wow does the post title bury the lede! I particularly like the pictured comment.
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Andrew Gordon Wilson @andrewgwils.bsky.social · 21/09/2026
I'm a Program Chair for ICML 2027. We'd love any creative suggestions for a great conference! How to manage the explosion of AI slop and insane submission growth? How to manage reviewing? How to incentivize high quality creative work? How to reduce bureaucracy and overhead?
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Tim van Erven @timvanerven.nl · 09/09/2026
Can Transformers be decompiled into readable programs? 📣 Tomorrow (Thursday): Michael Hahn will present at the Theory of Interpretable AI Seminar! 📅 Thursday, September 10 🕓 16:00 CET / 10:00 EST 🌐 Online tverven.github.io/tiai-seminar/ Hope to see you there!
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uai2026 @auai.org · 17/08/2026
Day 1 at the beautiful KIT Royal Tropical Institute.
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Tim van Erven @timvanerven.nl · 16/07/2026
Join us today for the Theory of Interpretable AI Seminar! 🔍 Shauli Ravfogel will present “Geometric Factual Recall in Transformers”, exploring how language models may store and retrieve factual associations through geometric structure. tverven.github.io/tiai-seminar/
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Eugene Vinitsky 🍒 @eugenevinitsky.bsky.social · 13/07/2026
These are very odd failures! arxiv.org/abs/2211.00241
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Tim van Erven @timvanerven.nl · 18/06/2026
The video recording of Donya's talk is up: youtu.be/r39iRaWymT8
youtu.be
Theory of Interpretable AI Seminar: Donya Saless
YouTube video by Theory of Interpretable AI Seminar
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Tim van Erven @timvanerven.nl · 18/06/2026
Just learned about this website, with open mathematical problems in machine-learning-adjacent areas such as statistics, learning theory, and optimization. E.g. many open problems from COLT are there. Cool stuff. solveall.org
solveall.org
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Tim van Erven @timvanerven.nl · 16/06/2026
Join us this Thursday for the Theory of Interpretable AI Seminar! Donya Saless will present her COLT 2025 work on using small subsets of training data to provide robust, compact explanations for ML predictions. 16:00 CET | 10:00 EST tverven.github.io/tiai-seminar/
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Tim van Erven @timvanerven.nl · 22/05/2026
The Three Laws of Reviewing: 1. A reviewer may not decrease the conference quality or, through inaction, allow the conference quality to come to harm. 2. A reviewer must obey the orders given them by the program chairs except where such orders would conflict with the First Law. 3. ...
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Tim van Erven @timvanerven.nl · 21/05/2026
The video for Nir Shavit's talk is up: youtu.be/G6BIBqzPoFY
youtu.be
Theory of Interpretable AI Seminar: Nir Shavit
YouTube video by Theory of Interpretable AI Seminar
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Tim van Erven @timvanerven.nl · 19/05/2026
We have Nir Shavit speaking at the Theory of Interpretable AI seminar this Thursday! 🌟 Nir is an MIT professor and Gödel + Dijkstra Prize winner for work in distributed computing. He uses combinatorial ideas to explain neural computation via feature channels. tverven.github.io/tiai-seminar/
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Clément Canonne @ccanonne.github.io · 11/05/2026
List of accepted papers at #COLT2026, the Annual Conference on Learning Theory: learningtheory.org/colt2026/acc... (h/t @gautamkamath.com)
learningtheory.org
COLT 2026 - Accepted Papers
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Markus Eichhorn @markuseichhorn.bsky.social · 07/05/2026
Bingo! Do I win a prize now?
Comic strip titles self-sabotaging academic habits that feel normal, featuring nine panels.
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Tim van Erven @timvanerven.nl · 23/04/2026
Indeed, a must-read! An existential debate about mathematics is coming up, and now is the time to articulate the many values of mathematics. If mathematicians are seen as machines that turn coffee into theorems, we will be in a lot of trouble.
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Tim van Erven @timvanerven.nl · 21/04/2026
Summer school on Decisions and Theory for AI! July 13-17 Leiden University Lecturers: Gergely Neu @neu-rips.bsky.social Claire Vernade @claireve.bsky.social Marco Avella Medina Peter Grünwald @petergrunwald.bsky.social Myself Application deadline: April 30 sites.google.com/view/dtailsu...
sites.google.com
DTAIL
Modern AI systems are no longer just engineering artefacts: they are decision-makers operating under uncertainty, constraints, and societal needs. This summer school concerns the intersection of decis...
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Russ Poldrack @russpoldrack.org · 20/04/2026
"AI amplifies whatever is already there. Good discipline becomes great output. No discipline becomes technical debt at machine speed. Anthropic chose a direction. Go faster. Have Claude check Claude. And when it breaks, go faster still." substack.com/home/post/p-...
substack.com
Claude Code's Source: 3,167-Line Function, Regex Sentiment
Anthropic claimed 100% of Claude Code is AI-written. A source leak exposed a 3,167-line function, regex sentiment analysis, and 250K wasted API calls daily
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Advait Bhat @advaitmb.bsky.social · 16/04/2026
How are AI tools changing our writing process? In our #chi2026 paper, we find a shift in the way writers write and engage with ideas: from generating ideas to reacting to the ones AI surfaces. We call it reactive writing.
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Tim van Erven @timvanerven.nl · 07/04/2026
Looking forward to Anton Xue's talk at the Theory of Interpretable AI Seminar! 🚀 He’ll present a framework with stability guarantees for certifying feature attribution explanations and LLM reasoning chains through robust feature selection. Join us! 🧠✨ tverven.github.io/tiai-seminar/
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Rémi Emonet @remiemonet.bsky.social · 26/03/2026
Don't forget this!
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NeurIPS Conference @neuripsconf.bsky.social · 27/03/2026
We want to speak directly to the concern many of you have expressed, and we owe you a clear explanation of what happened, why it happened, and where we stand now. We understand this situation caused genuine alarm and we take that seriously.
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Victor Escorcia @escorciav.bsky.social · 25/03/2026
Did I miss the discussion about this over here?
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NeurIPS Conference @neuripsconf.bsky.social · 23/03/2026
Following the success of the EurIPS and NeurIPS-Mexico City pilots in 2025, we are thrilled to announce two official NeurIPS 2026 satellite events for this year! These will be held in Paris, France and Atlanta, USA, respectively, running alongside the main venue in Sydney, Australia.
neurips.cc
2025 Conference
The Thirty-Ninth Annual Conference on Neural Information Processing Systems
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Tim van Erven @timvanerven.nl · 16/03/2026
Good advice from the university library. Applying this to all my social media as well.
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Tim van Erven @timvanerven.nl · 04/03/2026
Upcoming talk in the Theory of Interpretable AI seminar: Federico Adolfi frames interpretability in terms of computational complexity theory.
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Zach Weinersmith @zachweinersmith.bsky.social · 03/03/2026
Wow. Donald Knuth on Ai for math: www-cs-faculty.stanford.edu/~knuth/paper...
www-cs-faculty.stanford.edu
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Tim van Erven @timvanerven.nl · 12/02/2026
Very inspiring talk today by Damien in the Theory of Interpretable AI seminar! Recording is up: youtu.be/qI4oVWhvz-4 Upcoming talks on the seminar website: tverven.github.io/tiai-seminar/
youtu.be
Theory of Interpretable AI Seminar: Damien Garreau
YouTube video by Theory of Interpretable AI Seminar
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Tim van Erven @timvanerven.nl · 12/02/2026
Happening today!
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Tim van Erven @timvanerven.nl · 09/02/2026
Excited for Damien’s seminar talk this Thursday!🚀 Steering is an exciting area in interpretability—but how strongly should we steer? Damien will present a theory of steering strength: choosing the right magnitude of representation change—not too weak, not too strong tverven.github.io/tiai-seminar/
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Clément Canonne @ccanonne.github.io · 24/01/2026
Apparently the NeurIPS chairs decided to reopen the camera-ready submission to ensure "that the proceedings reflect the highest scientific quality.” @neuripsconf.bsky.social, is that true? So the solution to academic misconduct is to give the authors a chance to cover their tracks?
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Tim van Erven @timvanerven.nl · 15/01/2026
Video recording of Chhavi's talk in the Theory of Interpretable AI seminar is now available: youtu.be/ylW3H--g7SU Check out the seminar website for upcoming speakers: tverven.github.io/tiai-seminar/
youtu.be
Theory of Interpretable AI Seminar: Chhavi Yadav
YouTube video by Theory of Interpretable AI Seminar
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Tim van Erven @timvanerven.nl · 15/01/2026
Happening today!
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Tim van Erven @timvanerven.nl · 09/01/2026
Looking forward to the next “Theory of Interpretable AI” seminar on January 15, where Chhavi Yadav will present "ExpProof"! A fresh take on trustworthy explanations for confidential ML models using Zero-Knowledge Proofs. Feel free to join! #interpretability #Crypto tverven.github.io/tiai-seminar/
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ICML Conference @icmlconf.bsky.social · 08/01/2026
New blog post (on a shiny new ICML blog!): What's New in #ICML2026 Peer Review Some highlights: - Policies to combat thinly sliced contributions - Cascading desk rejections for peer-review abuse - Reviewer reciprocity - New ways to support authors and reviewers Post: blog.icml.cc/2026/01/08/w...
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Tim van Erven @timvanerven.nl · 11/12/2025
In case you missed Ayman's talk, here is the video: youtu.be/KunGyRGbRdk
youtu.be
Theory of Interpretable AI Seminar: Ayman Chaouki
YouTube video by Theory of Interpretable AI Seminar
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Tim van Erven @timvanerven.nl · 11/12/2025
Happening today!
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Tim van Erven @timvanerven.nl · 09/12/2025
Ayman will present at the Theory of Interpretability Seminar! He’ll share a new approach for optimal, interpretable decision trees with strong efficiency guarantees. 🌳✨ 🗓️ Join us to learn how AO* search leads to provably better sparse trees! tverven.github.io/tiai-seminar/
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Tim van Erven @timvanerven.nl · 21/11/2025
When reading a large literature, it is really helpful to have opinionated opinions that help to categorize papers. One of mine for explainable AI is that methods need to address a fundamental limit in how much information can be communicated. Blog post: www.timvanerven.nl/blog/xai-com... (no math)
timvanerven.nl
The Central Challenge in Explainable AI: Channel Capacity
Explainable AI is about communication: we want to tell people how or whya machine learning model is making certain decisions. Why is this sodifficult? In this post I take an information-theoretic pers...
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David Mimno @dmimno.bsky.social · 14/11/2025
Our libraries are cutting staff so that Elsevier can have its 32% profit margin
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Gunnar König @gunnark.bsky.social · 12/11/2025
The schedule for our Workshop on the Theory of XAI is now online! 🕰️ Dec 2, starting 9am 📍 Bella Center Copenhagen (co-located with EurIPS) 🔗 sites.google.com/view/theory-...
sites.google.com
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 ...
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Tim van Erven @timvanerven.nl · 12/11/2025
Great seminar talk by @ulrikeluxburg.bsky.social yesterday. Here's the video if you missed it: youtu.be/zR_GvDF65OM Seminar info: tverven.github.io/tiai-seminar/
youtu.be
Theory of Interpretable AI Seminar: Ulrike von Luxburg
YouTube video by Theory of Interpretable AI Seminar
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Tim van Erven @timvanerven.nl · 11/11/2025
Happening in two hours.
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Tim van Erven @timvanerven.nl · 10/11/2025
Coming up tomorrow (Tuesday 11 Nov) in the Theory of Interpretability seminar: Ulrike von Luxburg will discuss why informative explanations only exist for simple functions 👀 tverven.github.io/tiai-seminar/
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Ulrike Luxburg @ulrikeluxburg.bsky.social · 07/11/2025
Here is a formal impossibility result for XAI: Informative Post-Hoc Explanations Only Exist for Simple Functions. I'll give an online presentation about this work next tuesday in @timvanerven.nl 's Theory of Interpretable AI Seminar: arxiv.org/abs/2508.11441 tverven.github.io/tiai-seminar/
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Thomas Dietterich @tdietterich.bsky.social · 01/11/2025
The blog post is available: blog.arxiv.org/2025/10/31/a...
blog.arxiv.org
Attention Authors: Updated Practice for Review Articles and Position Papers in arXiv CS Category – arXiv blog
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Tim van Erven @timvanerven.nl · 23/10/2025
I am recruiting via Ellis for a PhD position to develop mathematical foundations for explainable AI. Benefits: - Do new fundamental math / machine learning theory on a societally important topic - Part of a team - Good conditions in Amsterdam, NL Applications via Ellis PhD program before Oct. 31.
werkenbij.uva.nl
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...
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Tim van Erven @timvanerven.nl · 21/10/2025
The video for Shahaf's talk is now available: youtu.be/AsJB4kym4Tc See the seminar website for upcoming talks: tverven.github.io/tiai-seminar/
youtu.be
Theory of Interpretable AI Seminar: Shahaf Bassan
YouTube video by Theory of Interpretable AI Seminar
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Tim van Erven @timvanerven.nl · 20/10/2025
Happening tomorrow, October 21!
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Tim van Erven @timvanerven.nl · 16/10/2025
The next talk in the Theory of Interpretable AI seminar will be by Shahaf Bassan on "The Computational Complexity of Explaining ML Models". Tuesday October 21 tverven.github.io/tiai-seminar/
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ELLIS @ellis.eu · 13/10/2025
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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