Learning Transition Kernels of Jump-Diffusion Processes with Conditional Diffusion Models

Yuzhen Zhao, Yating Liu, Quentin Guibert

We study the problem of learning transition kernels for time-homogeneous jump-diffusion processes using conditional diffusion models, with the goal of generating new sample paths f…