Accelerated Inference for Partially Observed Markov Processes using Automatic Differentiation

K Tan, G Hooker, EL Ionides - arXiv preprint arXiv:2407.03085, 2024 - arxiv.org
Automatic differentiation (AD) has driven recent advances in machine learning, including
deep neural networks and Hamiltonian Markov Chain Monte Carlo methods. Partially …