activity
20112019
most citedTwo-sample Bayesian nonparametric goodness-of-fit test

10 citations · 13 across the 3 of their papers we have counts for

collaborators

5 papers

math.HO2019★ 1 cited

Male Under-performance in Undergraduate Engineering Mathematical Courses: Causes and Solution Strategy

Luai Al Labadi, Hishyar Khalil, Nida Siddiqui

There has been an increasing trend of females performing better than males academically across the mathematical engineering courses. To confirm this assumption, final marks of two…

math.ST2014★ 2 cited

On Approximations of the Beta Process in Latent Feature Models

Luai Al Labadi, Mahmoud Zarepour

The beta process has recently been widely used as a nonparametric prior for different models in machine learning, including latent feature models. In this paper, we prove the asymp…

math.ST2014★ 10 cited

Two-sample Bayesian nonparametric goodness-of-fit test

Luai Al Labadi, Emad Masuadi, Mahmoud Zarepour

In recent years, Bayesian nonparametric statistics has gathered extraordinary attention. Nonetheless, a relatively little amount of work has been expended on Bayesian nonparametric…

math.ST2011

The Dirichlet Process with Large Concentration Parameter

Luai Al Labadi, Mahmoud Zarepour

Ferguson's Dirichlet process plays an important role in nonparametric Bayesian inference. Let be the Dirichlet process in with a base probability measure and…

stat.ML2011

On a Rapid Simulation of the Dirichlet Process

Mahmoud Zarepour, Luai Al Labadi

We describe a simple and efficient procedure for approximating the Lévy measure of a random variable. We use this approximation to derive a finite sum-represent…