arXiv stat.ML
· Papers
Particle-based Generalised Stochastic Optimisation
arXiv:2608.02844v1 Announce Type: new Abstract: We develop a class of diffusion-based stochastic particle optimisation methods for loss functions with intractable gradients. Specifically, we consider problems in which the loss gradient is an integral with respect to a parameter-dependent distribution, a structure that