antonio vergari ⚔️ short-circuiting

🧑‍🏫 Don't miss the chance to discuss or showcase your research field to the UAI audience.

🚨 Call for workshops and call for tutorials are out!

👉 www.auai.org/uai2026/call...
👉 www.auai.org/uai2026/call...

How to Square Tensor Networks and Circuits Without Squaring Them Squared tensor networks (TNs) and their extension as computational graphs--squared circuits--have been used as expressive distribution estimators, yet supporting closed-form marginalization. However, ...

I am a bit late to the party, but I am happy to share that our latest work was accepted to #ICLR2026 🥳🥳

📜 How to Square Tensor Networks and Circuits Without Squaring Them

arxiv.org/abs/2512.17090

🎉 We’re excited to announce the Keynote Speakers for #UAI2026 — three researchers shaping the future of causal learning, large-scale ML, and responsible AI. 👇

Best conference with the best people and in the best place 😎 😜

Also the submission deadline is conveniently one month later than #ICML2026, just in case you needed it 😅

if you are a probabilist in #AI and #ML this is most likely the best conference for you!

What’s going on behind the scenes of #UAI2026? 👀

Meet the wonderful people working hard for this year’s edition ❤️

👉 www.auai.org/uai2026/orga...

Get your OpenReview account ready:
submissions open in two weeks! 📝

📅 Submissions open: Jan 25, 2026
🚨 Submission deadline: Feb 25, 2026

See you in Amsterdam! 🇳🇱🚲

👉 auai.org/uai2026/call...

#UAI2026 #ML #Statistics #Learning #Reasoning #Uncertainty #AI

🚨🚨🚨

I have a #postdoc (1+1 yrs) at the School of Informatics, The University of Edinburgh to work on 💥 #reliable #LLM #agents with #neurosymbolic #nesy layers 💥 with Huawei Trustworthy Technology and Engineering Laboratory Munich

👉 elxw.fa.em3.oraclecloud.com/hcmUI/Candid...

🙏 please share!

Fantastic opportunity to work on #reliable #LLMs in Edinburgh! Antonio is phenomenal and super fun to work with!

🚨🚨🚨

I have a #postdoc (1+1 yrs) at the School of Informatics, The University of Edinburgh to work on 💥 #reliable #LLM #agents with #neurosymbolic #nesy layers 💥 with Huawei Trustworthy Technology and Engineering Laboratory Munich

👉 elxw.fa.em3.oraclecloud.com/hcmUI/Candid...

🙏 please share!

👇👇👇

Excited to be serving as Program co-Chair of UAI 2026 with Ema Perkovic! We are busy working on facilitating an excellent program.

In my unbiased opinion UAI is an ideal venue at the intersection of stats & CS: good size, good science, good vibes.

Please submit your work!

hardcore uncertainty ftw!

(UAI is the best conference!)

Ready to bike along the canals? 🚲
The 42nd Conference on Uncertainty in AI will be in Amsterdam, August 17-21! 🇳🇱

CfP is out 👉 auai.org/uai2026/call...

🚨 Feb 25: Paper submission
🗣️ Apr 23–May 2: rebuttal period
🎉💀 Jun 1: Author notification

#UAI2026 #ML #stats #learning #reasoning #uncertainty #AI

Almost off to @euripsconf.bsky.social in Copenhagen 🇩🇰 🇪🇺! I'll present 3 posters:

🧠 Neurosymbolic Diffusion Models: Thursday's poster session.

Going to NeurIPS? @edoardo-ponti.bsky.social and @nolovedeeplearning.bsky.social will present the paper in San Diego Thu 13:00
arxiv.org/abs/2505.13138

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!

this is a great opportunity if you are keen on doing a #PhD in #uncertainty in #ML and #AI in one of Europe's best centers and with a top notch supervisor

👇👇👇

New Realtime Techpocalypse article! How much wealth does Musk have? He earned $203B in 2024. If the height of Mount Everest represents this quantity, how tall would $50k stand in comparison? The answer is that $50k would amount to the size of a single flea. THAT'S IT! Short 🧵

from the memories from Rio, when with @leanderk.bsky.social and @paolomorettin.bsky.social we were on the beach wondering if to use the Best Student Paper Runner-up Award as a surfing board.

we are!
we play tractable punk

Many thanks for the best paper award at the #TPM workshop!

then on The Workshop on Causal Abstractions and Representations #CAR25

sites.google.com/view/car-25/

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!

from the memories from Rio, when with @leanderk.bsky.social and @paolomorettin.bsky.social we were on the beach wondering if to use the Best Student Paper Runner-up Award as a surfing board.

*owe

a huge thanks to @rmassidda.it who not only flawlessly managed to update the #UAI2025 website, but also wrote an amazing pipeline (with docker!) from scratch to do so.

All future publicity chairs will own Riccardo!

The faces behind the @auai.org PR machine and cameras:
@nolovedeeplearning.bsky.social @rmassidda.it

and to @leanderk.bsky.social @paolomorettin.bsky.social Roberto Sebastiani, @andreapasserini.bsky.social @nolovedeeplearning.bsky.social
for the ✨Best Student Paper Runner Up Award✨ for

"A Probabilistic Neurosymbolic Layer for Algebraic Constraint Satisfaction"

👉 openreview.net/forum?id=9Uk...

congratulations to Paula Cordero Encinar, Francesca Romana Crucinio and O. Deniz Akyildiz (@odakyildiz.bsky.social‬) for winning the 🏆 Best Student Paper Award 🏆 at #UAI2025 with

"Proximal Interacting Particle Langevin Algorithms"

👉 openreview.net/forum?id=rTq...

congratulations to Frédéric Koriche, Jean-Marie Lagniez and Chi Tran for winning the 🏆 Best Paper Award 🏆 at #UAI2025 for

"Probabilistic Explanations for Regression Models"

👉 openreview.net/forum?id=ipn...