memories from the last day of #UAI2025:

the 8th Workshop on Tractable Probabilistic Modeling #TPM2025

tractable-probabilistic-modeling.github.io/tpm2025/

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!

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...

What a pleasure #UAI2025 has been! Great researchers, great talks. I'm looking forward to coming another time!

Thanks a lot for the organisation :-)

A great start to TPM 2025! @auai.org

#UAI2025 #TPM

Excited to present our paper at #UAI2025 🇧🇷

Can we predict which datasets transfer best when downstream decisions, not just predictions, matter? Can we know this before learning? We introduce OTD³, a new dataset distance for predict-then-optimize tasks

📍Poster on Thursday
📄 arxiv.org/pdf/2409.06997

First #UAI2025 keynote by Francesca Dominici (hsph.harvard.edu/profile/fran...) on

"""
Uncertainty in AI: Solution or Obstacle for Climate Action?
"""

Enjoyed co presenting this tutorial at #uai2025 in Brazil with Yingzhen Li! Enjoyed the conference size and location.
Also great company, weather, and food.

time to educate the #UAI2025 crowd on

"Hyperparameter Optimization and Algorithm Selection: Practical Techniques, Theory, and New Frontiers"

by Dravyansh Sharma (TTIC)

#UAI2025 is about to start in Rio de Janeiro 🇧🇷 in Copacabana ⛱️🌊🩴

If you're curious about the program, you can check it out here: auai.org/uai2025/

@auai.org

UAI 2025 Application for Student Scholarships Applications for scholarships for students attending UAI 2025 held in Rio de Janeiro, Brazil. Key Dates: Application Deadline: July 2nd, 23:59 AoE Notification of Acceptance: July 10th

Are you student 🎓 attending #UAI2025?

Apply for a ✨ scholarship for free or reduced conference registration ✨!

Don't miss out! Deadline is July 2nd, AoE.

Apply here: forms.gle/CQG1BLy2Mvd3...

Protect Before Generate: Error Correcting Codes within Discrete Deep Generative Models Despite significant advancements in deep probabilistic models, learning low-dimensional discrete latent representations remains a challenging task. In this paper, we introduce a novel method that enha...

🚨 Paper accepted at UAI (2025)!
"Improved Variational Inference in Discrete VAEs using Error Correcting Codes". We explore the intersection of Information Theory and Generative AI—presenting this work in Brazil this July 🇧🇷

📄 arxiv.org/abs/2410.07840

#UAI2025 #GenAI #InfoTheory #MachineLearning

CAR Causal Abstractions and RepresentationsWorkshop @ UAI 2025July 25th 2025, Rio de Janeiro 🇧🇷

🔥 Five days left to submit your work to our causality workshop at #UAI2025!

🇧🇷 You bring the paper, we bring world-class keynote speakers, and Rio brings the iconic Copacabana Beach. What more could you ask for?

⚠️ Extended Deadline – May 28th!

👉 sites.google.com/view/car-25/

CAR Causal Abstractions and RepresentationsWorkshop @ UAI 2025July 25th 2025, Rio de Janeiro 🇧🇷

🔥 Got a great work on causal representation learning, abstraction, high-dimensional discovery, or other hot topics in causality?

🇧🇷 Don’t miss your chance to present in Rio at the CAR Workshop at #UAI2025!

⏰ Deadline is in 1 week – May 26!
🌐 sites.google.com/view/car-25/

Just under 10 days left to submit your latest endeavours in #tractable probabilistic models!

Join us at TPM @auai.org #UAI2025 and show how to build #neurosymbolic / #probabilistic AI that is both fast and trustworthy!

Discriminative Ordering Through Ensemble Consensus Evaluating the performance of clustering models is a challenging task where the outcome depends on the definition of what constitutes a cluster. Due to this design, current existing metrics rarely han...

I'm glad to announce that our paper titled "Discriminative ordering through ensemble consensus" was accepted for a poster presentation at #uai2025.

In collaboration with Fredrik Lindsten.

Preprint: arxiv.org/abs/2505.04464

How to compare sets of very different clustering algorithms? (1/5)

📢"The Relativity of #Causal Knowledge" has been accepted at the 41st edition of the Conference on #Uncertainty in #AI.

Thanks to @clabat9.bsky.social for his essential contribution and commitment.

Camera-ready coming soon 👽

#uai2025 #ML

Big news—our paper was accepted for oral presentation at #UAI2025! 🥳

We (me + Vagner S. Santos, Thiago R Ramos, @rafael-izbicki.bsky.social ) built EPICSCORE, a method to improve conformal prediction intervals by adding epistemic uncertainty awareness.

Here’s why it matters 🧵

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

🧵👇

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/

to all reviewers who kindly accepted the invitation to review for #UAI2025 🙏,

you can do it! one more push! 🦾

and if you have trouble submitting your reviews by Monday 24th AoE... please contact ⚡ immediately ⚡ your area chair!

⏰ Last days for submitting your workshop proposal at #UAI2025!

🇧🇷 If you don't want to miss Rio de Janeiro in July, don't skip the submission deadline on February 28th!

🌐 Instructions for the submission are online at www.auai.org/uai2025/call...

Do you want to organize a #Workshop on #uncertainty in #AI in July in Rio 🌞🇧🇷?

This is your chance to submit a proposal for the #UAI2025 workshops - deadline Feb 28th!

You can see our workshops from last year here: www.auai.org/uai2024/work...

Have you worked recently on a cool topic 📚 and now you think it is time to teach it to the whole #UAI2025 community 🗣️?

If so, submit a proposal to give a #Tutorial in #Rio 🇧🇷!

👉 www.auai.org/uai2025/call...

🕓 deadline: Apr 14, 2025

we know that weekends are to rest and relax 🛌... but there is that annoying experiment that needs to be absolutely re-run! 🏃‍♂️💨

good luck to everyone doing the final push for #UAI2025 💪🤞

Last days for submitting to #UAI2025! The deadline is Feb 10 23:59 AoE 💥

We welcome papers in #uncertainty #AI #ML #causality #CausalSky #statML #probabilisticmodels #reasoning #impreciseprobabilities #neurosymbolic and other topics

Uncertainty in Artificial Intelligence

The #UAI2025 Call for Workshops is out - deadline Feb 28th!

If you have an idea for a workshop on #uncertainty #AI #statsML #impreciseprobabilities #causality etc consider submitting a 2 page proposal.

Accepted workshops will be held on July 25 in Rio 🇧🇷

Details here: www.auai.org/uai2025/call...

Sad after #AISTATS2025 and #ICLR2025 notifications? As we say in Italy, when a door closes, a bigger one opens ;)

If you have a fantastic paper on #uncertainty #AI #ML #causality #statML #probabilisticmodels #reasoning #impreciseprobabilities etc, consider submitting to #UAI2025 🇧🇷 deadline 10 Feb 💥

The 41st Conference on #Uncertainty in #AI will be held in Rio de Janeiro 🇧🇷, July 21-25!

The CfP is out 👉 www.auai.org/uai2025/call...

🚨 Feb 10: Paper submission
🗣️ Apr 3-10: rebuttal period
🎉/💀 May 6: Author notification

#UAI2025 #ML #stats #learning #reasoning #uncertainty