TGViewer
Complex Systems Studies Complex Systems Studies @complexsys · 2.48K subscribers
Post #6046 1.44K
Statistical Physics Analysis of Graph Neural Networks: Approaching Optimality in the Contextual Stochastic Block Model

https://journals.aps.org/prx/abstract/10.1103/lfxj-hbsk
Physical Review X Statistical Physics Analysis of Graph Neural Networks: Approaching Optimality in the Contextual Stochastic Block Model An asymptotic analysis of graph convolutional networks shows that deeper architectures can boost performance when designed with residual connections, offering the first precise theory for infinitely deep graph neural networks.
Open in Telegram All posts from @complexsys
More from @complexsys
  1. Oct 14, 2026Philosophy and the practice of Bayesian statistics Andrew Gelman, Cosma Rohilla Shalizi ht…
  2. Oct 13, 2026#Postdoc Research Associate - Center for Complex Network Research, lab of Albert-László Ba…
  3. Oct 10, 2026Social Physics: A manifesto https://arxiv.org/abs/2610.08117 Social Physics seeks quantita…
  4. Oct 9, 2026AI and the future of science https://sunelehmann.com/blog/ai-and-the-future-of-science/
  5. Oct 1, 2026Sverker Lerheden fellowships for #postdoc studies with the purpose of strengthening resear…
  6. Oct 1, 2026📣 Applications now open: MAXMINDS mentoring program MAXMINDS 2.0 is a mentoring program f…
Threads Profile ViewerView any public Threads profile without an account.Open ThreadLook →Writing with AI? Make it sound human.Metric37 rewrites AI drafts so they read naturally. Free AI detector, 1,500 words free.Try Metric37 →