A Tensor Train Approach for Deterministic Arithmetic Operations on Discrete Representations of Probability Distributions

Gerhard Kirsten, Bilgesu Bilgin, Janith Petangoda +1

Computing with discrete representations of high-dimensional probability distributions is fundamental to uncertainty quantification, Bayesian inference, and stochastic modeling. How…