Can 'Neural Collapse' occur in Graph Neural Networks?
Only if the computation graph satisfies a particular structural condition!
Checkout our #NeurIPS2023 paper (w/ Tom Tirer joan bruna) for additional NC insights on GNN training+inference on Stochastic Block Model graphs 🙂!
Congratulations for the runner up of the test of time award at #ICLR2024 ! Christian Szegedy Wojciech Zaremba Ilya Sutskever joan bruna Dumitru Erhan Ian Goodfellow Rob Fergus!
Stéphane Mallat anniversary: Stéphane Jaffard is talking about hair and Haar
Gabriel Peyré joan bruna
Got to meet this one visualisation wizard in person! Truly impressive presentation.
My student got star struck as well! 😁
Thanks, Gabriel Peyré, for the amazing talk and being incredibly humble while listening to the feedback. Thanks, joan bruna, for inviting him!
After 3 years, it's time for us to start sharing the chapters of the GDL book! ❤️
Also included: companion slides from our Cambridge University & University of Oxford courses 🧑🎓
Chapter 1 is out **now**!
More to follow soon 🎉
geometricdeeplearning.com/book 📖
Michael Bronstein joan bruna Taco Cohen
Finally getting down to reading this fantastic thing from Michael Bronstein Petar Veličković Taco Cohen and joan bruna and I am struck by how, despite immediately jumping into specific mathematical detail, they define every new concept quickly and very clearly- I can always follow!
When you attend Stéphane Mallat's anniversary event 'A multiscale tour of harmonic analysis and machine learning', and even get a gift. Beautifully organized by joan bruna & Gabriel Peyré Institut des Hautes Études Scientifiques - IHES
M²LInES February newsletter is out! Sharing papers, news, and announcements from Nora Loose Alistair Adcroft joan bruna Mohamed Aziz Bhouri Laure Zanna and many others!
Petar Veličković Cambridge University University of Oxford Michael Bronstein joan bruna Taco Cohen Congrats on reaching this milestone! Beautifully written, this will be a tremendously useful resource for the community and future students.
One nitpick: I wouldn’t necessarily bundle GCNs with spectral methods. It’s true that the GCN paper has an introductory section that
#mallat60 mallat60.github.io
All things very smart
Organizers at the state-of-the-heart Gabriel Peyré joan bruna #anniversary of Stéphane Mallat Institut des Hautes Études Scientifiques - IHES
Annual celebratory post: I retain my Affiliated Lectureship Cambridge University for 23/24! 🎉
Our GNN course will be significantly revamped, focusing on a Geometric Deep Learning perspective 🌐 following my book w/ Michael Bronstein joan bruna Taco Cohen
Details:
cl.cam.ac.uk/teaching/2324/…
Our September newsletter is here! Featuring articles from Chris Pedersen, Pavel Perezhogin, joan bruna Laure Zanna, Griffin Mooers, and Marika Holland mailchi.mp/77c1eded6eb6/m…
For starters, why do we need a new framework?
Perhaps the most popular attempt towards a theory of architecture is Geometric DL (w/ Michael Bronstein joan bruna Taco Cohen). It leverages a perspective based on symmetry groups---but not all transformations of interest are symmetries!
Coordinated ‘small’ actions made my day today 🥰🥰🥰
Thanks Gabriel Peyré, joan bruna, and Soledad Villar for sending these to me! 🥰🥰🥰
Congrats Min Jae Song for successfully passing your PhD Defense on «Continuous learning with errors and its applications», supervised by joan bruna and Oded Regev @ NYU Courant.
joan bruna is a co-author in this preprint, introducing Stochastic Optimal Control Matching (SOCM), a novel Iterative Diffusion Optimization (IDO) technique for stochastic optimal control. doi.org/10.48550/arXiv…
Been Kim (General Chair-ing ICLR2024 ✈️) Christian Szegedy Wojciech Zaremba Ilya Sutskever joan bruna Dumitru Erhan Ian Goodfellow Rob Fergus were the recordings saved? the livestream for both ToT awards seem to have been corrupted unfortunately
cc whoever manages the ICLR 2024 social media haha
