79 citations · 93 across the 5 of their papers we have counts for
5 papers
Greedy selection of optimal location of sensors for uncertainty reduction in seismic moment tensor inversion
Ben Mansour Dia, Michael Fehler, SanLinn I. Kaka +3
We address an optimal sensor placement problem through Bayesian experimental design for seismic full waveform inversion for the recovery of the associated moment tensor. The object…
A continuation method in Bayesian inference
Ben Mansour Dia
We present a continuation method that entails generating a sequence of transition probability density functions from the prior to the posterior in the context of Bayesian inference…
Nesterov-aided Stochastic Gradient Methods using Laplace Approximation for Bayesian Design Optimization
Andre Gustavo Carlon, Ben Mansour Dia, Luis FR Espath +2
Finding the best setup for experiments is the primary concern for Optimal Experimental Design (OED). Here, we focus on the Bayesian experimental design problem of finding the setup…
Fast Bayesian experimental design: Laplace-based importance sampling for the expected information gain
Joakim Beck, Ben Mansour Dia, Luis FR Espath +2
In calculating expected information gain in optimal Bayesian experimental design, the computation of the inner loop in the classical double-loop Monte Carlo requires a large number…
Mean-Field Games for Marriage
Dario Bauso, Ben Mansour Dia, Boualem Djehiche +2
This article examines mean-field games for marriage. The results support the argument that optimizing the long-term well-being through effort and social feeling state distribution…