4 citations · 12 across the 9 of their papers we have counts for
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stat.ME2020★ 4 cited
Inference in Stochastic Epidemic Models via Multinomial Approximations
Nick Whiteley, Lorenzo Rimella
We introduce a new method for inference in stochastic epidemic models which uses recursive multinomial approximations to integrate over unobserved variables and thus circumvent lik…
stat.ML2020★ 2 cited
Hidden Markov Neural Networks
Lorenzo Rimella, Nick Whiteley
We define an evolving in-time Bayesian neural network called a Hidden Markov Neural Network, which addresses the crucial challenge in time-series forecasting and continual learning…