Tomorrow, I will be presenting our work on a probabilistic framework for LLM-based model discovery at ICML! Come by and say hello if you're around!
Machine Learning in Science@mackelab.bsky.social · last mo.ModelSMC: we frame LLM-based scientific model discovery as Bayesian inference. Sequential Monte Carlo over executable model structures, with the LLM as a probabilistic proposal mechanism. 📍 Wed Jul 8, at 2:30–4:15 PM KST in Hall A #3512 📄 arxiv.org/abs/2602.18266 🧵 bsky.app/profile/mack...
