6 citations · 10 across the 4 of their papers we have counts for
Showing cs.ITShow all
2 papers · 1 filter
cs.IT2021
On maximum-likelihood estimation in the all-or-nothing regime
Luca Corinzia, Paolo Penna, Wojciech Szpankowski +1
We study the problem of estimating a rank-1 additive deformation of a Gaussian tensor according to the \emph{maximum-likelihood estimator} (MLE). The analysis is carried out in the…
cs.IT2019
Exact Recovery for a Family of Community-Detection Generative Models
Luca Corinzia, Paolo Penna, Luca Mondada +1
Generative models for networks with communities have been studied extensively for being a fertile ground to establish information-theoretic and computational thresholds. In this pa…