Paolo Morettin
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paolomorettin.bsky.social
Paolo Morettin
@paolomorettin.bsky.social
Probabilistic + logical + algebraic reasoning/learning
Assistant prof. @ University of Trento, Marie Skłodowska-Curie fellow

https://paolomorettin.github.io/
Reposted by Paolo Morettin
We're glad to announce the NeSy 2025 Test of Time award for "Probabilistic Inference Modulo Theories"!

🏆Rodrigo de Salvo Braz was here to accept the award.

This is groundwork for recent NeSy approaches like DeepSeaProbLog and the probabilistic algebraic layer.
September 9, 2025 at 9:11 PM
humbling board
August 2, 2025 at 5:54 PM
Reposted by Paolo Morettin
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...
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
Reposted by Paolo Morettin
If you are curious about how to make ML models more
#robust and #reliable (while enjoying the great weather of Brazil), consider submitting your ongoing (or recently accepted) work to TPM!
April 30, 2025 at 10:54 AM
Congrats!
February 24, 2025 at 9:40 PM
A course I wish I took in my grad years! Are you releasing any material? Any plans on covering formal verification in ML?
January 22, 2025 at 10:29 AM