Andrey Gromov
@Andr3yGR
Meta FAIR Research Scientist & physics professor at University of Maryland, College Park
What an incredible lineup of panelists and researchers! Super excited to attend this.
🚨 🧬 AI for Science Symposium 🔭🚨 We're gathering AI 4 Science leaders from industry (@vkhosla, @OpenAI) academia (@MoAlQuraishi, @iaifi_news) gov (@patrickshafto, @BerkeleyLab) non-profits (@JoanneZPeng, @oziadias) Join us May 16 in SF Registration link and more info ⬇️…
Fun collaboration!
Our new work Spectral Journey arxiv.org/abs/2502.08794 shows a surprising finding: when a 2-layer Transformer is learned to predict the shortest path of a given graph, 1️⃣it first implicitly computes the spectral embedding for each edge, i.e. eigenvectors of Normalized Graph…
Our new work Spectral Journey arxiv.org/abs/2502.08794 shows a surprising finding: when a 2-layer Transformer is learned to predict the shortest path of a given graph, 1️⃣it first implicitly computes the spectral embedding for each edge, i.e. eigenvectors of Normalized Graph…
Interested in mechanistic interpretability of how Transformers learn in-context via skill composition? Come to our #NeurIPS2024 Oral presentation! 📅 Wed, Dec 11 ⏰ 10:00 AM (oral), 11:00 AM - 2 PM (poster) 📍East Ballroom A-B (oral), East Exhibit Hall A-C #3200 (poster)
John Hopfield has a nice article in the annual reviews of condensed matter physics. It starts off with a discussion of what physics is, which I think is totally on point.
The Nobel Committee recognizes profound contributions from Physics to ML / AI. There's a lot more where that came from. We are in an era where an increasing number of physicists are making important contributions to ML / AI, and even more are needed going forward.
BREAKING NEWS The Royal Swedish Academy of Sciences has decided to award the 2024 #NobelPrize in Physics to John J. Hopfield and Geoffrey E. Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural networks.”
BREAKING NEWS The Royal Swedish Academy of Sciences has decided to award the 2024 #NobelPrize in Physics to John J. Hopfield and Geoffrey E. Hinton “for foundational discoveries and inventions that enable machine learning with artificial neural networks.”