Want to use your favourite #NeSy model but afraid of the reasoning shortcuts?🫣 Fear not💪🏻In our #NeurIPS2025 paper we show that you just need to equip your favourite NeSy model with prototypical networks and the reasoning shortcuts will be a problem of the past!

📈 Tenerife Norte bate su récord de temperatura para noviembre: 33 °C el día 4. ➡️ Supera ampliamente el registro máximo anterior, de 31 °C. Tenerife Norte tiene una serie de datos de 85 años.

Convince me that Dagstuhl seminars are real and not AI generated 😒

To: Reviewer 2 My name is Inigo Montoya You killed my paper Prepare to die

Does a smaller latent space lead to worse generation in latent diffusion models? Not necessarily! We show that LDMs are extremely robust to a wide range of compression rates (10-1000x) in the context of physics emulation. We got lost in latent space. Join us 👇

Friday afternoon! Finally time to look back at a busy week, and ask oneself — "wait, what did I do, again?"

We are excited to bring #EurIPS 2025 to Copenhagen in December. Consider becoming a sponsor and support us in making this inaugural event a success! Sponsorship packages are available and can be further customized if necessary. Reach out if you have any questions ❔ Info: eurips.cc/become-spons...

It's been a while, but I am happy to share that my PhD dissertation is finally available online! 🎉 Not only it contains most of my work, but there is plenty of brand new content: publikationen.sulb.uni-saarland.de/handle/20.50... 🧵1/4

It's been a while, but I am happy to share that my PhD dissertation is finally available online! 🎉 Not only it contains most of my work, but there is plenty of brand new content: publikationen.sulb.uni-saarland.de/handle/20.50... 🧵1/4

This is not caused primarily by "screen time". It's been caused by the mass eradication of third places for young people in basically every city over the past three decades - and a society that's hostile to the concept of teens socialising in public spaces. www.theguardian.com/politics/liv...

What a nice experience! Thank you everyone who attended TPM! Particularly those who engaged in the poster sessions, few times I had so much fun discussing my poster!

likely one of the best editions of #TPM ever! big thanks to @poorvagarg.bsky.social @jsleland.bsky.social @javaloyml.bsky.social @zzhe.bsky.social @lennertds.bsky.social Lingyun Yao and Christoph Staudt for organizing it and to everyone who attended it!

My maternity leave project is now somewhat out: I made a jupyterbook about the basics of ML, that I teach at TUE. You can check it out here: sibylse.github.io/TUEML/intro.... The linA part is not yet formulated out and there are other todos, but maybe it helps someone with their own course design 😅

Last talk of the day for TPM! @auai.org #TPM2025

we almost end the day (banquet incoming) with an extremely lively poster session!

the conference cannot officially start without a proper reception 🍹

Next week I will be in 🌴 Rio 🌴 attending (and helping organizing) UAI 2025 and TPM 2025. If you are also attending and want to talk science (e.g. probabilistic generative models, causality, multi-objective machine learning, etc) or just hang out, not everything is work, feel free to reach me out!

Unrelatedly, the rule of mandatory physical attendance for authors was changed *after* the submission deadline: web.archive.org/web/20250514... People submitted their works under some given premises, altering them a posteriori is questionable at best...

Hmm, this rule seems very recently changed? web.archive.org/web/20250514... This was what it said just before the deadline, so people submitting to NeurIPS couldn't have known about the mandatory physical presence 🤔

✨Thrilled to see EurIPS launch — the first officially endorsed European NeurIPS presentation venue! 👀 But NeurIPS now requires at least one author to attend in San Diego or Mexico (and not just virtually as before). This is detrimental to many. Why not allow presenting at EurIPS or online? 1/4

For years, people have suggested having alternate NeurIPS locations, outside the US. 2025 is the first time it will be done, with satellite locations in Copenhagen and Mexico City. I wonder if this will be a one-off thing, or whether the trend will continue.

Really great news! 👏

less than one week to go! Check our schedule comprising: 1 ❤️‍🩹mentoring session 2 🔑 keynotes 3 🧑‍🔧 workshops 5 📊 tutorials 20 🗣️ orals 229 📜 posters 👉 www.auai.org/uai2025/schedule

We've written a monograph on Gaussian processes and reproducing kernel methods (with @philipphennig.bsky.social, @sejdino.bsky.social and Bharath Sriperumbudur). arxiv.org/abs/2506.17366

❗📅 Extended deadline: May 29th 👥 Several positions: - Postdoc ( Project 1: AI for Earth System Modeling) - PhD, Postdoc, Scientific Programmer (Project 2: Next-Gen Foundation Models) - PhD + Postdoc (Project 3 – AI for Scientific Discovery) 📝 Apply here: forms.gle/grkEhmXrDout...

We have extended the submission deadline for TPM to the 2nd of June! Remember that **we accept recently accepted works that fit in topic,** so if you want to travel to Rio and share your work it's a no brainer imho 🌴🌴

📢 I am looking for AI post-doc/research/engineer positions in Europe (Paris, London, Zurich, ...) starting 2026. My work revolves around generative modeling and AI for Science, with 4+ publications at top conferences during my PhD. If you are hiring, please reach out! If not, please repost 🔁

Join us for our next I-X seminar with Dr Antonio Vergari @nolovedeeplearning.bsky.social titled "Logically-Consistent Deep Learning". 🕓 13:00 - 14:00 (GMT) 📅 Thursday, 5 June 📍 Hybrid (White City Campus / Microsoft Teams) Register via link below. www.imperial.ac.uk/events/19426...

Rio is looking forward to seeing all your works on #fast #reliable #tractable #models #circuits #tensor #networks #flows! please share!

We propose Neurosymbolic Diffusion Models! We find diffusion is especially compelling for neurosymbolic approaches, combining powerful multimodal understanding with symbolic reasoning 🚀 Read more 👇

📣 🗞️ 👉 Just in time for Mental Health Awareness Week 🧠 🎉Our study is now published in Nature Comms Medicine! ⚡ We look at whether certain patterns of physical conditions affect the risk of developing #depression 📜 Paper: www.nature.com/articles/s43... 🖥️ Post: www.ed.ac.uk/news/multipl...

“The whole thing feels like Black Mirror.” “He would listen to the bot over me.” “It gave my husband the title of ‘spark bearer’ because he brought it to life.” Relationships are being destroyed thanks to spiritual mania, supernatural delusions, and arcane prophecy — all fueled by AI chatbots:

This year I am co-organizing the 8th iteration of the Tractable Probabilistic Modeling #TPM workshop at #UAI2025 🌴 Rio de Janeiro edition 🌴 🌐 lnkd.in/dDK8T5Au ⏰ Submission deadline: May 23th AoE 🌴 Date: July 15th 🧵👇

🚨 New paper: “Towards Adaptive Self-Normalized IS”, @ IEEE Statistical Signal Processing Workshop. TLDR; To estimate µ = E_p[f(θ)] with SNIS, instead of doing MCMC on p(θ) or learning a parametric q(θ), we try MCMC directly on p(θ)| f(θ)-µ | (variance-minimizing proposal). arxiv.org/abs/2505.00372

Today we have @lennertds.bsky.social from KU Leuven teaching us how to adapt NeSy methods to deal with sequential problems 🚀 Super interesting topic combining DL + NeSy + HMMs! Keep an eye on Lennert's future works!

This year I am co-organizing the 8th iteration of the Tractable Probabilistic Modeling #TPM workshop at #UAI2025 🌴 Rio de Janeiro edition 🌴 🌐 lnkd.in/dDK8T5Au ⏰ Submission deadline: May 23th AoE 🌴 Date: July 15th 🧵👇

<proud advisor> Hot off the arXiv! 🦬 "Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation" 🌍 Appa is our novel 1.5B-parameter probabilistic weather model that unifies reanalysis, filtering, and forecasting in a single framework. A thread 🧵

It’s great to have @wouterboomsma.bsky.social talking at UoE today! Happening at 2pm at EFI 2.35.

Tomorrow in poster session 2 at #ICLR2025 Neehar (@therealpaneni.bsky.social) will be presenting his work on comparing neural networks via concepts. Representational Similarity via Interpretable Visual Concepts arxiv.org/abs/2503.15699 nkondapa.github.io/rsvc-page/

the #TPM ⚡Tractable Probabilistic Modeling ⚡Workshop is back at @auai.org #UAI2025! Submit your works on: - fast and #reliable inference - #circuits and #tensor #networks - normalizing #flows - scaling #NeSy #AI ...& more! 🕓 deadline: 23/05/25 👉 tractable-probabilistic-modeling.github.io/tpm2025/

It’s crazy that there is now a funding freeze for Harvard. It’s also crazy that the ~2.2 billion account to only ~4% of the budget of Harvard. In fact, the total budget is larger than the governmental budget of Nepal. And the frozen budget (2.2 billion) is larger than the total budget of ETH.

Did you know that @javaloyml.bsky.social has a Python library for Causal Normalizing Flows? #CausalSky

Happy to see our latest work highlighted by @alxndrmlk.bsky.social :) I will present it later on, but for now make sure to check the paper if you are interested, and to subscribe to the Causal Python Weekly newsletter!

You’ve probably heard about how AI/LLMs can solve Math Olympiad problems ( deepmind.google/discover/blo... ). So naturally, some people put it to the test — hours after the 2025 US Math Olympiad problems were released. The result: They all sucked!

**I** discovered anonymous Github. I Googled it real hard. Stop breaking the serves :( #ICML

my weekend:

Would you present your next NeurIPS paper in Europe instead of traveling to San Diego (US) if this was an option? Søren Hauberg (DTU) and I would love to hear the answer through this poll: (1/6)

Le monde reports that on March 9th a French scientist heading for a conference was denied entry to the US. His computer and cellphone were searched, and messages to friends were found where he expressed his opinion on the Trump admin and their politics wrt to science. www.lemonde.fr/internationa...

I found some time to upload causalflows to PyPI :) If you want to use the library now it is as simple as running > pip install causalflows or, if you are riding the uv wave, > uv add causalflows Enjoy!