Stochastic analysis, stochastic processes and machine learning of dynamical systems have depicted strong connection in many aspects. This thesis aims to study such relationship from …
Real-world data can be multimodal distributed, eg, data describing the opinion divergence in a community, the interspike interval distribution of neurons, and the oscillators' natural …