Maximum a posteriori estimators in ${\ell }^p$ are well-defined for diagonal Gaussian priors

Ilja Klebanov, Philipp Wacker

We prove that maximum a posteriori estimators are well-defined for diagonal Gaussian priors $\mu$ on ${\ell }^p$ under common assumptions on the potential $\Phi$. Further, we show connecti…