19 citations · 61 across the 21 of their papers we have counts for
3 papers · 1 filter
Nonlinear aggregation-diffusion equations with Riesz potentials
Yanghong Huang, Edoardo Mainini, Juan Luis Vázquez +1
We consider an aggregation-diffusion model, where the diffusion is nonlinear of porous medium type and the aggregation is governed by the Riesz potential of order s. The addition o…
Strong posterior contraction rates via Wasserstein dynamics
Emanuele Dolera, Stefano Favaro, Edoardo Mainini
In Bayesian statistics, posterior contraction rates (PCRs) quantify the speed at which the posterior distribution concentrates on arbitrarily small neighborhoods of a true model, i…
Wasserstein posterior contraction rates in non-dominated Bayesian nonparametric models
Federico Camerlenghi, Emanuele Dolera, Stefano Favaro +1
Posterior contractions rates (PCRs) strengthen the notion of Bayesian consistency, quantifying the speed at which the posterior distribution concentrates on arbitrarily small neigh…