Scalable SDE Filtering and Inference with Apache Spark

Harish S. Bhat, R. W. M. A. Madushani, Shagun Rawat

Abstract: In this paper, we consider the problem of Bayesian filtering and inference for time series data modeled as noisy, discrete-time observations of a stochastic differential equation (SDE) with undeter...