Plug-In Classification of Drift Functions in Diffusion Processes Using Neural Networks

Yuzhen Zhao, Jiarong Fan, Yating Liu

We study supervised multiclass classification for diffusion processes, where each class is characterized by a distinct drift function and trajectories are observed at discrete time…