📢New publication in the Proc. of the 59th Asilomar Conference on semantic alignment and communication of AI agents using network sheaves! 🤖

arxiv.org/pdf/2512.03248

New publication in the Proc. of the 59th Asilomar Conference from the SPAICOM Lab for probabilistic modeling over higher-order topological domains

arxiv.org/pdf/2512.03727

Ready to fly to Vancouver 🛸 Eager to talk about causal abstraction at @icmlconf.bsky.social

#icml2025 #causal #ML

preprint: arxiv.org/pdf/2503.11718

📢"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

#ICML 2025 here we come!

**Causal Abstraction Learning based on the Semantic Embedding Principle**

Stay tuned for the camera-ready version (spoiler: new results are on the way!)

Fabio Massimo Zennaro, @yfelekis.bsky.social and Paolo Di Lorenzo

#causal #ML

📢📢📢"The Relativity of Causal Knowledge"

THANK YOU to @clabat9.bsky.social for working side by side with me on this exciting project and making this article possible. Big thanks also to @hansmriess.bsky.social and Fabio Massimo Zennaro for their valuable feedback on an earlier version of the paper.

Hot off the press!💥
arxiv.org/abs/2502.00407