Alejandro Murua

Member, GERAD

Full Professor, Department of Mathematics and Statistics, Université de Montréal

alejandro.murua@umontreal.ca

Phone: 514 343-6987

Research Axes

Axis 1: Data valuation for decision making
Axis 3: Decision support made under uncertainty

Research Applications

Marketing (business intelligence, revenue management, recommendation systems)
Health

Publications

Sep 2021

Qini-based uplift regression

Mouloud Belbahri, Alejandro Murua, Olivier Gandouet, and Vahid Partovi Nia

Annals of Applied Statistics, 15(3), 1247–1272, 2021 BibTeX reference

Aug 2021

Biclustering via Semiparametric Bayesian Inference

Alejandro Murua and Fernando Andrés Quintana

Bayesian Analysis, 1–27, 2021 BibTeX reference

Apr 2020

G-2020-23-EIW05
Statistical learning with the determinantal point process

Serge Vincente and Alejandro Murua

The determinantal point process (DPP) provides a promising and attractive alternative to simple random sampling in cluster analysis or classification, for th...

BibTeX reference

4 publications

News

Doctoral thesis defence of Mouloud Belbahri

Jun 18, 2021

Title: Apprentissage basé sur le Qini pour la prédiction de l'effet causal conditionnel

Events

Dec 7, 202011:00 AM — 12:00 PM

Semiparametric Bayesian regression with Potts-driven latent clusters

GERAD seminar
Alejandro Murua – Full Professor, Department of Mathematics and Statistics, Université de Montréal

Online meeting

Supervision

Alexandre Carelli Master's degree

Thanh Liem Huynh Master's degree

Dorchelle Atonzong Ph.D.

Samuel Sombo Master's degree

Bruno Monsia Ph.D.

Mouloud Belbahri Ph.D.

Roxana Ivette Arana Ovalle Ph.D.