Filippo Maria Bianchi
@filippomb.bsky.social
26 followers 23 following 3 posts
Associate Professor, UiT the Arctic University of Norway, Graph Machine Learning, Time Aeries Analysis, Complex Networks
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filippomb.bsky.social
Our paper was accepted to #ICLR2025! 🎉

Project page: github.com/NGMLGroup/Ma...
filippomb.bsky.social
🔥 Bayesian nonparametrics meets pooling in GNNs! 🔥

This is the first clustering-based pooling method that learns and dynamically adapts the size of the pooled graph to input and downstream task.

📄 paper: arxiv.org/abs/2501.09821
💻 code: github.com/NGMLGroup/Ba...
filippomb.bsky.social
Just published a new blog on 🎱 Pooling in #GraphNeuralNetworks!

💡Learn the fundamentals through this gentle introduction and discover how they can improve your GNN applications.

👉 Check it out here: gnn-pooling.notion.site

#GNN #MachineLearning #AI
1/3 - Pooling in Graph Neural Networks
November 2024
gnn-pooling.notion.site
Reposted by Filippo Maria Bianchi
sscardapane.bsky.social
*Pooling in graph neural networks*

My friend FM Bianchi made an awesome introduction to GNNs and pooling techniques over graphs, full of nice visuals and details! 🔥

gnn-pooling.notion.site/1-3-pooling-...