Particle-based Generalised Stochastic Optimisation

Jiechen Jackie Zhang, O. Deniz Akyildiz

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 g…