2 papers
stat.ME2018
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
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…