3 citations · 11 across the 5 of their papers we have counts for
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stat.ME2018★ 3 cited
Bayesian wavelet de-noising with the caravan prior
Shota Gugushvili, Frank van der Meulen, Moritz Schauer +1
According to both domain expert knowledge and empirical evidence, wavelet coefficients of real signals tend to exhibit clustering patterns, in that they contain connected regions o…
stat.ME2018★ 3 cited
Fast and scalable non-parametric Bayesian inference for Poisson point processes
Shota Gugushvili, Frank van der Meulen, Moritz Schauer +1
We study the problem of non-parametric Bayesian estimation of the intensity function of a Poisson point process. The observations are independent realisations of a Poisson poin…