antonio vergari βš”οΈ short-circuiting's Avatar

antonio vergari βš”οΈ short-circuiting

@nolovedeeplearning.bsky.social

human being | assoc prof in #ML #AI #Edinburgh | PI of #APRIL | #reliable #probabilistic #models #tractable #generative #neuro #symbolic | heretical empiricist | he/him πŸ‘‰ https://april-tools.github.io

4,960 Followers  |  496 Following  |  574 Posts  |  Joined: 12.11.2024  |  1.7734

Latest posts by nolovedeeplearning.bsky.social on Bluesky

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Almost off to @euripsconf.bsky.social in Copenhagen πŸ‡©πŸ‡° πŸ‡ͺπŸ‡Ί! 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

28.11.2025 17:30 β€” πŸ‘ 21    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0
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Want to use your favourite #NeSy model but afraid of the reasoning shortcuts?🫣

Fear notπŸ’ͺ🏻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!

06.11.2025 10:40 β€” πŸ‘ 14    πŸ” 3    πŸ’¬ 1    πŸ“Œ 1

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

πŸ‘‡πŸ‘‡πŸ‘‡

24.10.2025 12:01 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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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 🧡

08.08.2025 17:55 β€” πŸ‘ 116    πŸ” 56    πŸ’¬ 3    πŸ“Œ 7

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.

02.08.2025 15:20 β€” πŸ‘ 18    πŸ” 2    πŸ’¬ 2    πŸ“Œ 0

we are!
we play tractable punk

02.08.2025 18:19 β€” πŸ‘ 6    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

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

02.08.2025 16:13 β€” πŸ‘ 6    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

then on The Workshop on Causal Abstractions and Representations #CAR25

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

02.08.2025 15:34 β€” πŸ‘ 4    πŸ” 3    πŸ’¬ 0    πŸ“Œ 1

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!

02.08.2025 15:29 β€” πŸ‘ 13    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

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.

02.08.2025 15:20 β€” πŸ‘ 18    πŸ” 2    πŸ’¬ 2    πŸ“Œ 0

*owe

28.07.2025 14:01 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

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!

28.07.2025 13:50 β€” πŸ‘ 10    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
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The faces behind the @auai.org PR machine and cameras:
@nolovedeeplearning.bsky.social @rmassidda.it

28.07.2025 11:59 β€” πŸ‘ 12    πŸ” 3    πŸ’¬ 0    πŸ“Œ 1
A Probabilistic Neuro-symbolic Layer for Algebraic Constraint... In safety-critical applications, guaranteeing the satisfaction of constraints over continuous environments is crucial, e.g., an autonomous agent should never crash over obstacles or go off-road....

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"

πŸ‘‰ openreview.net/forum?id=9Uk...

28.07.2025 11:13 β€” πŸ‘ 19    πŸ” 6    πŸ’¬ 0    πŸ“Œ 1
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congratulations to Paula Cordero Encinar, Francesca Romana Crucinio and O. Deniz Akyildiz (@odakyildiz.bsky.social‬) for winning the πŸ† Best Student Paper Award πŸ† at #UAI2025 with

"Proximal Interacting Particle Langevin Algorithms"

πŸ‘‰ openreview.net/forum?id=rTq...

28.07.2025 11:06 β€” πŸ‘ 11    πŸ” 4    πŸ’¬ 1    πŸ“Œ 0
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congratulations to FrΓ©dΓ©ric Koriche, Jean-Marie Lagniez and Chi Tran for winning the πŸ† Best Paper Award πŸ† at #UAI2025 for

"Probabilistic Explanations for Regression Models"

πŸ‘‰ openreview.net/forum?id=ipn...

28.07.2025 11:02 β€” πŸ‘ 11    πŸ” 3    πŸ’¬ 1    πŸ“Œ 1
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presentations from the oral session #1 on learning

www.auai.org/uai2025/sche...

22.07.2025 17:08 β€” πŸ‘ 11    πŸ” 5    πŸ’¬ 0    πŸ“Œ 0
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a big thanks to our sponsors!

Huawei, Google, AI journal, DE Shaw & co and β€ͺ@cnpq-oficial.bsky.social‬

and to our chairs @smaglia.bsky.social @csilviavr.bsky.social and Daniel Ratton Figueiredo

22.07.2025 11:55 β€” πŸ‘ 8    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
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✨ our General chair Negar Kiyavash and Program chairs @csilviavr.bsky.social and @smaglia.bsky.social kicking off Day 2 ✨

22.07.2025 12:29 β€” πŸ‘ 11    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0
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First #UAI2025 keynote by Francesca Dominici (hsph.harvard.edu/profile/fran...) on

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

22.07.2025 12:34 β€” πŸ‘ 7    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0

I love the #eurips initiative! But to live up to its potential, it should be accepted an official #neurips conference location (similar to Mexico City) and not just an addon! Then we would save C02, rather than adding to it!!! What can we do to achieve this?

21.07.2025 16:30 β€” πŸ‘ 74    πŸ” 20    πŸ’¬ 1    πŸ“Œ 0

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

21.07.2025 23:25 β€” πŸ‘ 13    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

and

"Modern Approximate Inference: Variational Methods and Beyond"

by Diana Cai (Flatiron Institute) and Yingzhen Li (Imperial College London)

21.07.2025 17:09 β€” πŸ‘ 20    πŸ” 4    πŸ’¬ 0    πŸ“Œ 1
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"""
This is the best conference swag I've ever seen!
"""

@yjchoi1.bsky.social on the local coffee bag we give each participant

21.07.2025 13:32 β€” πŸ‘ 21    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
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time for our mentoring session!

where young researchers can ask more experienced ones about how to navigate academia, conferences, work in industry and more!

Moderated by Eli Carrami and Isabela Albuquerque (virtual)

Panel: @cassiodecampos.bsky.social @sabinasloman.bsky.social Yingzhen Li

21.07.2025 14:16 β€” πŸ‘ 11    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0
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here we go with the very first coffee break! β˜•
no one can resist these delicious Brazilian snacks πŸ‡§πŸ‡·

21.07.2025 13:51 β€” πŸ‘ 12    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
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a nice morning crowd attending

(we will release the slides in the afternoon, so also you can have an indirect look at the tutorials)

21.07.2025 12:42 β€” πŸ‘ 5    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

and

"Counterfactuals in Minds and Machines"

by β€ͺ@tobigerstenberg.bsky.social‬ (Stanford), β€ͺ@autreche.bsky.social‬ (MPI SS) and β€ͺ@stratiss.bsky.social‬ (MPI SS)

21.07.2025 12:32 β€” πŸ‘ 8    πŸ” 4    πŸ’¬ 1    πŸ“Œ 1
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time to educate the #UAI2025 crowd on

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

by Dravyansh Sharma (TTIC)

21.07.2025 12:31 β€” πŸ‘ 7    πŸ” 3    πŸ’¬ 0    πŸ“Œ 1

a huge thank you to our amazing volunteers πŸ’™
working relentlessly to make the conference go smooth!

www.auai.org/uai2025/volu...

21.07.2025 12:26 β€” πŸ‘ 7    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0

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