antonio vergari ⚔️ 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
👉 https://april-tools.github.io
👉 https://april-tools.github.io
Pinned
Research Associate
The School of Informatics, University of Edinburgh invites applications for a 1-year Post-Doctoral Research Associate (PDRA), to do research on reliable large language agents via neuro-symbolic integr...
elxw.fa.em3.oraclecloud.com
🚨🚨🚨
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!
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!
Reposted by antonio vergari ⚔️ short-circuiting
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!
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!
Research Associate
The School of Informatics, University of Edinburgh invites applications for a 1-year Post-Doctoral Research Associate (PDRA), to do research on reliable large language agents via neuro-symbolic integr...
elxw.fa.em3.oraclecloud.com
December 24, 2025 at 3:08 PM
🚨🚨🚨
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!
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!
Research Associate
The School of Informatics, University of Edinburgh invites applications for a 1-year Post-Doctoral Research Associate (PDRA), to do research on reliable large language agents via neuro-symbolic integr...
elxw.fa.em3.oraclecloud.com
December 22, 2025 at 5:33 PM
🚨🚨🚨
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!
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!
👇👇👇
#XAI, #neurosymbolic methods #nesy and #causal #representation #learning #CRL all care about learning #interpretable #concepts, but in different ways.
We are organizing this #ICLR2026 workshop to bring these three communities together and learn from each other 🦾🔥💥
Submission deadline: 30 Jan 2026
We are organizing this #ICLR2026 workshop to bring these three communities together and learn from each other 🦾🔥💥
Submission deadline: 30 Jan 2026
📣 Announcing the Workshop on **Unifying Concept Representation Learning** (UCRL) at ICLR’26 (@iclr-conf.bsky.social ).
When? 26 or 27 April 2026
Where? Rio de Janeiro, Brazil
Call for papers, schedule, invited speakers & more:
ucrl-iclr26.github.io
Looking forward to your submissions!
When? 26 or 27 April 2026
Where? Rio de Janeiro, Brazil
Call for papers, schedule, invited speakers & more:
ucrl-iclr26.github.io
Looking forward to your submissions!
December 22, 2025 at 5:00 PM
👇👇👇
Reposted by antonio vergari ⚔️ short-circuiting
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!
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!
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
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
December 16, 2025 at 7:10 PM
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!
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!)
(UAI is the best conference!)
A fantastic opportunity to join us in #Amsterdam for some hardcore #uncertainty in #AI 🦾🚲🌷✖️✖️✖️
#causality #tractable #probabilistic #models #neurosymbolic #imprecise #probabilities #statistical #methods and more
#causality #tractable #probabilistic #models #neurosymbolic #imprecise #probabilities #statistical #methods and more
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
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
December 16, 2025 at 6:21 PM
hardcore uncertainty ftw!
(UAI is the best conference!)
(UAI is the best conference!)
Reposted by antonio vergari ⚔️ short-circuiting
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
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
December 16, 2025 at 5:00 PM
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
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
Reposted by antonio vergari ⚔️ short-circuiting
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
🧠 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
November 28, 2025 at 5:31 PM
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
🧠 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
Reposted by antonio vergari ⚔️ short-circuiting
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!
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!
November 6, 2025 at 10:40 AM
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!
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
👇👇👇
👇👇👇
October 24, 2025 at 12:01 PM
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
👇👇👇
👇👇👇
Reposted by antonio vergari ⚔️ short-circuiting
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 🧵
August 8, 2025 at 3:56 PM
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 🧵
Reposted by antonio vergari ⚔️ short-circuiting
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.
August 2, 2025 at 3:20 PM
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.
Reposted by antonio vergari ⚔️ short-circuiting
Many thanks for the best paper award at the #TPM workshop!
memories from the last day of #UAI2025:
the 8th Workshop on Tractable Probabilistic Modeling #TPM2025
tractable-probabilistic-modeling.github.io/tpm2025/
the 8th Workshop on Tractable Probabilistic Modeling #TPM2025
tractable-probabilistic-modeling.github.io/tpm2025/
August 2, 2025 at 4:13 PM
Many thanks for the best paper award at the #TPM workshop!
Reposted by antonio vergari ⚔️ short-circuiting
then on The Workshop on Causal Abstractions and Representations #CAR25
sites.google.com/view/car-25/
sites.google.com/view/car-25/
August 2, 2025 at 3:34 PM
then on The Workshop on Causal Abstractions and Representations #CAR25
sites.google.com/view/car-25/
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!
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!
memories from the last day of #UAI2025:
the 8th Workshop on Tractable Probabilistic Modeling #TPM2025
tractable-probabilistic-modeling.github.io/tpm2025/
the 8th Workshop on Tractable Probabilistic Modeling #TPM2025
tractable-probabilistic-modeling.github.io/tpm2025/
August 2, 2025 at 3:29 PM
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!
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.
August 2, 2025 at 3:20 PM
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.
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!
All future publicity chairs will own Riccardo!
July 28, 2025 at 1:50 PM
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!
All future publicity chairs will own Riccardo!
Reposted by antonio vergari ⚔️ short-circuiting
July 28, 2025 at 12:00 PM
Reposted by antonio vergari ⚔️ short-circuiting
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...
for the ✨Best Student Paper Runner Up Award✨ for
"A Probabilistic Neurosymbolic Layer for Algebraic Constraint Satisfaction"
👉 openreview.net/forum?id=9Uk...
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....
openreview.net
July 28, 2025 at 11:13 AM
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...
for the ✨Best Student Paper Runner Up Award✨ for
"A Probabilistic Neurosymbolic Layer for Algebraic Constraint Satisfaction"
👉 openreview.net/forum?id=9Uk...
Reposted by antonio vergari ⚔️ short-circuiting
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...
"Proximal Interacting Particle Langevin Algorithms"
👉 openreview.net/forum?id=rTq...
July 28, 2025 at 11:06 AM
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...
"Proximal Interacting Particle Langevin Algorithms"
👉 openreview.net/forum?id=rTq...
Reposted by antonio vergari ⚔️ short-circuiting
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...
"Probabilistic Explanations for Regression Models"
👉 openreview.net/forum?id=ipn...
July 28, 2025 at 11:02 AM
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...
"Probabilistic Explanations for Regression Models"
👉 openreview.net/forum?id=ipn...
Reposted by antonio vergari ⚔️ short-circuiting
July 22, 2025 at 5:08 PM
Reposted by antonio vergari ⚔️ short-circuiting
a big thanks to our sponsors!
Huawei, Google, AI journal, DE Shaw & co and @cnpq-oficial.bsky.social
and to our chairs @smaglia.bsky.social @csilviavr.bsky.social and Daniel Ratton Figueiredo
Huawei, Google, AI journal, DE Shaw & co and @cnpq-oficial.bsky.social
and to our chairs @smaglia.bsky.social @csilviavr.bsky.social and Daniel Ratton Figueiredo
July 22, 2025 at 11:56 AM
a big thanks to our sponsors!
Huawei, Google, AI journal, DE Shaw & co and @cnpq-oficial.bsky.social
and to our chairs @smaglia.bsky.social @csilviavr.bsky.social and Daniel Ratton Figueiredo
Huawei, Google, AI journal, DE Shaw & co and @cnpq-oficial.bsky.social
and to our chairs @smaglia.bsky.social @csilviavr.bsky.social and Daniel Ratton Figueiredo
Reposted by antonio vergari ⚔️ short-circuiting
✨ our General chair Negar Kiyavash and Program chairs @csilviavr.bsky.social and @smaglia.bsky.social kicking off Day 2 ✨
July 22, 2025 at 12:29 PM
✨ our General chair Negar Kiyavash and Program chairs @csilviavr.bsky.social and @smaglia.bsky.social kicking off Day 2 ✨
Reposted by antonio vergari ⚔️ short-circuiting
First #UAI2025 keynote by Francesca Dominici (hsph.harvard.edu/profile/fran...) on
"""
Uncertainty in AI: Solution or Obstacle for Climate Action?
"""
"""
Uncertainty in AI: Solution or Obstacle for Climate Action?
"""
July 22, 2025 at 12:34 PM
First #UAI2025 keynote by Francesca Dominici (hsph.harvard.edu/profile/fran...) on
"""
Uncertainty in AI: Solution or Obstacle for Climate Action?
"""
"""
Uncertainty in AI: Solution or Obstacle for Climate Action?
"""
Reposted by antonio vergari ⚔️ short-circuiting
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?
EurIPS is coming! 📣 Mark your calendar for Dec. 2-7, 2025 in Copenhagen 📅
EurIPS is a community-organized conference where you can present accepted NeurIPS 2025 papers, endorsed by @neuripsconf.bsky.social and @nordicair.bsky.social and is co-developed by @ellis.eu
eurips.cc
EurIPS is a community-organized conference where you can present accepted NeurIPS 2025 papers, endorsed by @neuripsconf.bsky.social and @nordicair.bsky.social and is co-developed by @ellis.eu
eurips.cc
July 21, 2025 at 4:30 PM