Filippo Maria Bianchi's Avatar

Filippo Maria Bianchi

@filippomb.bsky.social

Associate Professor, UiT the Arctic University of Norway, Graph Machine Learning, Time Aeries Analysis, Complex Networks

28 Followers  |  23 Following  |  3 Posts  |  Joined: 19.12.2024
Posts Following

Posts by Filippo Maria Bianchi (@filippomb.bsky.social)

Post image

Our paper was accepted to #ICLR2025! πŸŽ‰

Project page: github.com/NGMLGroup/Ma...

01.02.2025 09:14 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Video thumbnail

πŸ”₯ Bayesian nonparametrics meets pooling in GNNs! πŸ”₯

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

πŸ“„ paper: arxiv.org/abs/2501.09821
πŸ’» code: github.com/NGMLGroup/Ba...

21.01.2025 20:01 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Preview
1/3 - Pooling in Graph Neural Networks November 2024

Just published a new blog on 🎱 Pooling in #GraphNeuralNetworks!

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

πŸ‘‰ Check it out here: gnn-pooling.notion.site

#GNN #MachineLearning #AI

19.12.2024 15:51 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
Post image

*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! πŸ”₯

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

19.12.2024 15:10 β€” πŸ‘ 10    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0