7 citations · 9 across the 7 of their papers we have counts for
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stat.CO2022
Bayesian inversion with α-stable priors
Jarkko Suuronen, Tomás Soto, Neil K. Chada +1
We propose to use Lévy α-stable distributions for constructing priors for Bayesian inverse problems. The construction is based on Markov fields with stable-distributed increments.…
stat.CO2022
On resampling schemes for particle filters with weakly informative observations
Nicolas Chopin, Sumeetpal S. Singh, Tomás Soto +1
We consider particle filters with weakly informative observations (or `potentials') relative to the latent state dynamics. The particular focus of this work is on particle filters…