Deepak Sharma

Research center(s)

• CRDM

Program(s)

Supervisor(s)

• Audrey Durand
• Joëlle Pineau

Incorporating additional information for identification of causal variables in genetic models

Data Science Health Life Sciences Machine Learning

Sabyasachi Sahoo

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Frédéric Precioso

Continual out-of-distribution generalization of robust deep learning systems for real-world deployment

Data Science Machine Learning

Jonas Ngnawé

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné
• Frédéric Precioso

Développement d’un cadre méthodologique général pour atteindre la robustesse aux instances adverses par la détection et la régularisation

Confidentiality Data Science Machine Learning

Mahboubeh Motaghi

Research center(s)

• CERVO

Department(s)

• Department of Radiology

Program(s)

Supervisor(s)

• Simon Duchesne

Earliest possible diagnosis of brain degeneration as caused by Alzheimer’s disease

Data Science Health

Sokhna Diarra Mbacke

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Pascal Germain

PAC-Bayesian analysis of Variational Inference

Data Science

Loïc Mangnier

Department(s)

• Department of Social and Preventive Medicine

Program(s)

Supervisor(s)

• Arnaud Droit
• Alexandre Bureau

Data Science Health

Faith Lee

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Audrey-Anne Vallée
• Thierry Duchesne

Survival analysis, regression analysis and missing data in the healthcare and financial domain

Data Science Health Insurance

Alexis Lebrun

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Departement of Chemistry

Program(s)

Supervisor(s)

• Flavie Lavoie-Cardinal
• Denis Boudreau

Super-resolved surface enhanced raman spectroscopy of cellular permeability

Computer Vision Data Science Health Life Sciences

Gildas Syla Déo Kouko

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Josée Desharnais
• Nadia Tawbi

Data Science

Youcef Korichi

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Nadia Tawbi
• Josée Desharnais

Data Science

Sara Karamivarnamkhast

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné

Data Science Machine Learning

Hesam Hafezalseheh

Department(s)

• Department of Information and Decision Systems

Program(s)

Supervisor(s)

• Marzia A. Cremona
• Aida Eslami

Multivariate and functional data analysis applications to Omics data

Data Science Health Life Sciences

Thibaud Godon

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Pascal Germain
• Jacques Corbeil
• Alexandre Drouin

Data Science Health Machine Learning

Mohamed Ali Ghannami

Research center(s)

• CRDIG

Department(s)

• Department of Geomatics Science

Program(s)

Supervisor(s)

• Sylvie Daniel
• Isabelle Quidu

Statistical inference of water column depth based on radiometric and geometric analysis of spectral imagery

Computer Vision Data Science Geospatial Data Smart Environments

Louis Fortier-Dubois

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Pascal Germain

Complexité et capacité de généralisation des réseaux de neurones

Data Science Machine Learning

Hedayat Fathi

Department(s)

• Department of Information and Decision Systems

Program(s)

Supervisor(s)

• Marzia A. Cremona
• Federico Severino

Application of functional analysis of Hilbert spaces to functional data analysis and quantitative finance

Data Science

Lamiae El Mendili

Research center(s)

• CRDIG

Department(s)

• Department of Geomatics Science

Program(s)

Supervisor(s)

• Thierry Badard
• Sylvie Daniel

Unsupervised domain adaptation for semantic segmentation of large-scale 3D point clouds

Data Science Geospatial Data Machine Learning

Frédéric Dulude-de-Broin

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Biology

Program(s)

Supervisor(s)

• Audrey Durand

Tracking and modelling arctic animals using Reinforcement Learning and mathematical models

Data Science Life Sciences Machine Learning Smart Environments

Lynda Dib

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Richard Khoury

Explainable pharmaceutical data mining

Data Science Ethics and Law

Niffa Cheick Oumar Diaby

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Mario Marchand
• Thierry Duchesne

Data Science Machine Learning

Simon-Pierre Deschênes

Research center(s)

• CeRVIM
• CRDM

Program(s)

Supervisor(s)

• Philippe Giguère
• François Pomerleau

Minimizing the impact of LiDAR motion distortions on localization and mapping algorithms

Data Science Geospatial Data Smart Environments

Elsa Claude

Department(s)

• Department of Molecular Medicine

Program(s)

Supervisor(s)

• Arnaud Droit
• Patricia Thebault

Data Science Health

Jovial Cheukam Ngouonou

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Claude-Guy Quimper

Apprentissage de cartes d’invariant

Data Science

Qi Chen

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Mario Marchand

Data Science Machine Learning

Isabelle Bourdeau-Julien

Department(s)

• School of Nutrition

Program(s)

Supervisor(s)

• Frédéric Raymond

Gut microbiota defines metabolite response to diet

Data Science Health Life Sciences

Farzad Azizi Darzivali

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Thierry Duchesne

Data Science

Louis-Philippe Vignault

Research center(s)

• CRDM

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Audrey Durand
• Pascal Germain

PAC-Bayesian theory and Reinforcement Learning

Data Science Machine Learning

François-Alexandre Tremblay

Research center(s)

• CeRVIM
• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Audrey Durand
• Jonathan Gaudreault

Reinforcement Learning for wood processing factory optimization

Data Science Industry 4.0 Machine Learning

Jean-Thomas Sexton

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Jonathan Gaudreault

Pilotage en temps réel d’une ligne de rabotage à l’aide de l’apprentissage par renforcement

Data Science Industry 4.0 Machine Learning

Roxanne Sergerie

Department(s)

• Faculty of Pharmacy

Program(s)

Supervisor(s)

• Arnaud Droit
• Isabelle Laverdiere

Data Science Health

Saeideh Sadeghpour

Research center(s)

• CRDM

Department(s)

• Department of Computer Science and Software Engineering

Program(s)

Supervisor(s)

• Richard Khoury

Détecter les mensonges dans les données soumises par les utilisateurs

Data Science Machine Learning Natural Language Processing

Thomas Philippon

Department(s)

• Department of Computer and Electrical Engineering

Program(s)

Supervisor(s)

• Christian Gagné

Data Science

Séka Alex Pacome Nandjo

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Marzia A. Cremona
• Federico Severino

Dynamic functional principal component analysis with applications to the term structure of interest rates

Data Science

Houssem Missaoui

Department(s)

• Faculty of Pharmacy

Program(s)

Supervisor(s)

• Caroline Sirois

Cascades médicamenteuses chez les aînés: exploration dans les banques de données administratives à l’aide de l’intelligence artificielle

Data Science Health

Xavier Malet

Research center(s)

• CRDIG

Department(s)

• Department of Geomatics Science

Program(s)

Supervisor(s)

• Thierry Badard
• Sylvie Daniel

Design and development of an efficient management system for massive volumes of 3D point clouds

Data Science Geospatial Data

Simon-Olivier Lépine

Research center(s)

• CRDM

Department(s)

• Department of Mathematics and Statistics

Program(s)

Supervisor(s)

• Thierry Duchesne
• Luc Lamontagne

Survival models with textual data

Data Science Natural Language Processing