Learning representations is learning the structure of data—and structure is geometry.
18.12.2025 09:24
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Learning representations is learning the structure of data—and structure is geometry.
Thanks for your kind words, support, and the amazing work Claudio! 🫂
Exploiting the rich structure of directed combinatorial topological spaces for deep learning… introducing higher-order representation learning on arbitrary brain topologies… it’s been a lot of fun!
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Our new preprint “Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding" is online at arxiv.org/abs/2505.17939
An amazing project with a dream team, which led to a principled Topological Deep Learning architecture for a unique real-world use case!
I would love to be in that list! 🍩
I would be super happy to be on the list!