Sebastian Goldt
Theory of neural networks at SISSA in Trieste, Italy
- Our workshop on creativity & generative AI just got underway this morning ! Organised with our colleagues Elisa Gremmo and Gabriele Tomasi from the philosophy department at the University of Padova, we will discuss generative AI models and whether they are, in some sense, "creative".
- Really happy to see this collab with Nishil Patel, Seb Lee, @stefsm.bsky.social and @saxelab.bsky.social finally out! We apply the statistical physics toolbox to analyse a simple model of reinforcement learning, and find some cool effects, like a speed-accuracy trade-off for generalisation 🚀
- Reposted by Sebastian GoldtNew paper with @leonlufkin.bsky.social and @eringrant.bsky.social! Why do we see localized receptive fields so often, even in models without sparisity regularization? We present a theory in the minimal setting from @aingrosso.bsky.social and @sebgoldt.bsky.social
- Really interesting work from @leonlufkin.bsky.social, @saxelab.bsky.social and @eringrant.bsky.social !
- Reposted by Sebastian Goldt
If you missed it at the #NeurIPS2024 posters! Work led by @leonlufkin.bsky.social on analytical dynamics of localization in simple neural nets, as seen in real+artificial nets and distilled by @aingrosso.bsky.social @sebgoldt.bsky.social. Leon is a fantastic collaborator + looking for PhD positions! - Reposted by Sebastian Goldt[Not loaded yet]
