Gabriele D'Acunto
@officiallydac.bsky.social
π€ 37
π₯ 47
π 11
Artist ~ Postdoc @ Sapienza University ~ Causality ~ Signal Processing ~ AI ~ Semantic Communication
New preprint out! Networks of Causal Abstractions: A Sheaf-theoretic Framework
arxiv.org/abs/2509.25236
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about 1 month ago
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3 x β causal abstraction:
arxiv.org/abs/2602.026...
functorial signal processing:
arxiv.org/abs/2510.112...
probabilistic topological modeling:
arxiv.org/abs/2510.129...
#ICASSP2026
4 months ago
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π’New publication in the Proc. of the 59th Asilomar Conference on semantic alignment and communication of AI agents using network sheaves! π€
arxiv.org/pdf/2512.03248
6 months ago
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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
6 months ago
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Ready to fly to Vancouver πΈ Eager to talk about causal abstraction at
@icmlconf.bsky.social
#icml2025
#causal
#ML
11 months ago
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π’"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 π½
#uai2025
#ML
about 1 year ago
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#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
about 1 year ago
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π’π’π’"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.
about 1 year ago
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reposted by
Gabriele D'Acunto
Yorgos
over 1 year ago
Hot off the press!π₯
arxiv.org/abs/2502.00407
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