Black-Box Autoregressive Density Estimation for State-Space Models. - Tom Ryder; Andrew Golightly; A. Stephen McGough; Dennis Prangle (CoRR, 2018)

Variational Bridge Constructs for Grey Box Modelling with Gaussian Processes. - Wil O. C. Ward; Tom Ryder; Dennis Prangle; Mauricio A. Álvarez (CoRR, 2019)

Scalable approximate inference for state space models with normalising flows. - Tom Ryder; Andrew Golightly; Isaac Matthews; Dennis Prangle (CoRR, 2019)

Black-Box Inference for Non-Linear Latent Force Models. - Wil O. C. Ward; Tom Ryder; Dennis Prangle; Mauricio A. Álvarez (AISTATS, 2020)

iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder. - Shifeng Zhang; Ning Kang 001; Tom Ryder; Zhenguo Li (NeurIPS, 2021)

Split Hierarchical Variational Compression. - Tom Ryder; Chen Zhang; Ning Kang 001; Shifeng Zhang (CVPR, 2022)