bayesian-optimization
Everything on Ground Truth tagged “bayesian-optimization” — 2 items.
A discovery system that refuses to trust the language model's own confidence News
Large Discovery Models pair a generative proposer with a Bayesian surrogate that scores candidates from real experimental evidence rather than model confidence, reporting a 2.4 times greater reduction in a training metric and an 18.2 percent relative improvement in antibody binding energy.
Large Discovery Models Tool
Released code for a discovery loop that pairs a generative proposer with a Bayesian surrogate scored on real experimental results rather than model confidence, applied to molecules, antibodies and training configurations.