L. Rimella

Inference on extended-spectrum beta-lactamase Escherichia coli and Klebsiella pneumoniae data through SMC2

P. Fearnhead, B. Rowlingson, C. Jewell, 2022, Journal of the Royal Statistical Society Series C: Applied Statistics.

Approximating Optimal SMC Proposal Distributions in Individual-Based Epidemic Models

P. Fearnhead, C. Jewell, Lorenzo Rimella, 2022, Statistica Sinica.

Dynamic Bayesian Neural Networks

N. Whiteley, Lorenzo Rimella, L. Rimella, 2020, ArXiv.

Exploiting locality in high-dimensional factorial hidden Markov models pdf

Nick Whiteley, Lorenzo Rimella, N. Whiteley, 2019, J. Mach. Learn. Res..

Consistent and fast inference in compartmental models of epidemics using Poisson Approximate Likelihoods

N. Whiteley, M. Whitehouse, L. Rimella, 2022, Journal of the Royal Statistical Society Series B: Statistical Methodology.