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#neurips2024 will be very DEAR to me this year! Deep Equilibrium Algorithmic Reasoning has also been accepted at NeurIPS after its selection for an oral presentation at MAR@CVPR 2024. Special thanks to my collaborators Davide Buffelli Pietro Lio' and, my lucky charm, JJ Wilson!

📢 Exciting News! Our paper, “Bayesian Computation Meets Topology,” has just been published in TMLR! 🎉 👉openreview.net/forum?id=0h1Dt… 👈 Here’s a deep dive into how #topology and #bayes(ian) computation come together to enhance parameter inference: 📌 Why Topology? Topology

In < 1h, we will be taking the LoG stage for the new and improved version of our NAR tutorial 🔢! Hope you can join us -- it is open for all, publicly streamed on YouTube, and will feature a fun discussion of great reasoning research over both graphs 🕸️ and language 💬!

The tutorial will feature many works from our group over the past 2 years, as well as many fantastic papers from folks we admire: Keyulu Xu Jingling Li Hao Tang Peter Battaglia @Montgomerybohde Shuiwang Ji Renjie Liao Liudmila Prokhorenkova Dobrik Georgiev Davide Buffelli JJ Wilson Michael Bronstein...

I'll be at NeurIPS next week presenting two papers (on the generalization of 2nd order methods, and on a new model for Neural Algorithmic Reasoning). Feel free to reach out if you'd like chat about optimization, graphs, foundation models for time series, or AI 4 chip design

I will be presenting our paper on deep equilibrium algorithmic reasoning (poster sess 3) Feel free to swing by, say hi, have a coffee break with me in between sessions or suggest me good locations for a photo #NAR #NeurIPS2024 #NeurIPS