Bamdad Hosseini

activity

20142026

most citedBayesian estimation of airborne fugitive emissions using a Gaussian plume model

37 citations · 151 across the 27 of their papers we have counts for

collaborators

Showing 2016 · math.PRShow all

2 papers · 2 filters

math.PR2016

Well-posed Bayesian Inverse Problems with Infinitely-Divisible and Heavy-Tailed Prior Measures

Bamdad Hosseini

We present a new class of prior measures in connection to $ℓ_{p}$ regularization techniques when $p \in (0, 1)$ which is based on the generalized Gamma distribution. We show that th…

math.PR2016

Well-posed Bayesian Inverse Problems: Priors with Exponential Tails

Bamdad Hosseini, Nilima Nigam

We consider the well-posedness of Bayesian inverse problems when the prior measure has exponential tails. In particular, we consider the class of convex (log-concave) probability m…