Hidden geometry explains why kernel methods separate complex data so well

Are two sets of data genuinely different, or is it because of randomness? This question, known as the two-sample testing problem, becomes notoriously difficult in modern datasets, because they are ...

Google open-sources speedy DiffusionGemma text diffusion model

Google says that DiffusionGemma can generate more than 1,000 tokens per second when running on a single H100, a server-grade ...

FireANTs unlocks faster medical image matching, cutting analysis from a week to minutes

Penn Engineers have developed an open-source algorithm that combines the speed of AI with the precision of geometry to ...
IEEE

On Updating Probabilistic Graphical Models in Bayesian Optimisation Algorithm

Abstract: The Bayesian Optimisation Algorithm (BOA) is an Estimation of Distribution Algorithm (EDA) that uses a Bayesian network as probabilistic graphical model (PGM). During the evolutionary ...