16 citations · 16 across the 4 of their papers we have counts for
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stat.CO2024
GraphGrad: Efficient Estimation of Sparse Polynomial Representations for General State-Space Models
Benjamin Cox, Emilie Chouzenoux, Victor Elvira
State-space models (SSMs) are a powerful statistical tool for modelling time-varying systems via a latent state. In these models, the latent state is never directly observed. Inste…
stat.CO2023★ 16 cited
Sparse Bayesian Estimation of Parameters in Linear-Gaussian State-Space Models
Benjamin Cox, Victor Elvira
State-space models (SSMs) are a powerful statistical tool for modelling time-varying systems via a latent state. In these models, the latent state is never directly observed. Inste…