Individuals with limited or poor credit history are often unable to access credit from traditional sources such as banks. While some alternative lenders will provide credit to such individuals, these lenders typically lack reliable sources of information which can be used to accurately assess the risk that the loans they make will not be repaid, […]

L’évolution technologique révolutionne les processus administratifs dans les banques et les assurances, mais entraîne également de nouveaux défis, en particulier au niveau de la reconnaissance de l’écriture manuscrite et imprimée dans les documents qui doivent être numérisés pour extraire automatiquement l’information pertinente. Les systèmes de dialogues automatisés connaissent également un succès grandissant, grâce à l’utilisation […]

The world we live in is ripe with symmetry. From the bilateral symmetry we see in humans to the symmetries which are used to describe fundamental particles in physics. Most modern machine learning methods however do not have an inherent modeling of symmetry in them. By developing algorithms which do have an explicit modeling of […]

Deep neural networks are effective at image classification and other types of predictive tasks, achieving higher accuracy than conventional machine learning methods. However, unlike these other methods, the predictions are less interpretable. While accuracy may be enough for applications where errors are not costly, for real world applications, we want to also know when the […]

Aeroplan Inc. (“Aeroplan”) , aims to redesign and optimize its loyalty program Aeroplan via a collaboration with Polytechnique Montréal. Customers affiliated with Aeroplan’s program earn miles through their purchases and can exchange these miles for various gifts. It is essential for Aeroplan to predict customers behavior, to define the causes of certain behaviors and to […]

Même si les compagnies d’assurances investissent des sommes considérables en publicité, il leur est souvent difficile, voire impossible, de répondre précisément et avec confiance à la question « Combien de nouvelles soumissions d’assurances par des clients potentiels sont générées grâce à ces investissements publicitaires ? » Pourtant, des données sur les efforts publicitaires et les […]

Providing safe drinking water to the population is one of the main roles of municipalities. However, due to aging urban infrastructure, the number of pipe break is an increasingly around the world which is costly at the economic, social and environmental levels. Municipalities need to have tools that allow predicting these breaks so they can […]

Participation in Mitacs Globalink will allow me to travel to Leipzig, Germany to pursue research at the Helmholtz-Centre for Environmental Research (UFZ). I will be working there as an undergraduate researcher within the Department of Computational Hydrosystems directly under Dr. Sabine Attinger. The aim of my project will be to learn and apply their mHM […]

Algebraic geometry is the study of algebraic varieties, geometric shapes that arise as solution sets to systems of polynomial equations. Algebraic geometry is a subject of central importance in contemporary mathematics, with multiple connections to other areas, such as number theory, combinatorics, representation theory, analysis, and theoretical physics. The simplest algebraic varieties are rational varieties. […]

The proposed project is for the postdoctoral fellow to access healthcare data for individual adults in the province of Manitoba in order to: 1) determine the rates of metabolic acidosis in Manitoba along with associated outcomes and risk factor profiles and 2) identify patients in Manitoba who are at high risk of Fabry disease but […]

La planification de la réfection d’un navire est une tâche difficile qui requiert un effort considérable en termes de ressources qu’il faut gérer. Elle comprend plusieurs centaines d’activités d’inspection, de désassemblage, de réparation, de remplacement, de reconversion, de modernisation et de réassemblage. De plus, il faut prendre en compte les contraintes d’espace qui limitent le […]

Schubert calculus is a well-established area of modern geometry that studies configurations and intersections of linear subspaces. Since its invention more than a century ago, it became one of the fundamental tools in different areas of mathematics, physics and computer science that deal with solving various types of linear equations. A typical question which is […]