Laurent Charlin

Personalized large-scale learning

Principal investigators: Charlin, Laurent

Keywords: machine learning; recommender systems; large language models; personalization; interpretability

The Political Economy of Oil and Indigenous Self-Determination in Alberta

Principal investigators: Yuzyk, Seon A.

Keywords: Indigenous; Indigeneity; oil and gas; reconciliation; Indigenous feminism; political ecology; Alberta governance; mining; refusal; environmental violence; self-determination; decolonial futures; lived-experience; Indigenous consultation; body land; nature

Un laboratoire vivant sur les technologies d'apprentissage innovantes en enseignement supérieur

Keywords: recherche collaborative; technologies d'apprentissage innovantes; laboratoire vivant; recherche-développement; réalité virtuelle; jeux et ludification; espaces maker; intelligence artificielle; appropriation; usages; adoption; engagement; motivation

Modelling complex user preferences for recommendations using deep learning

Principal investigators: Charlin, Laurent

Keywords: machine learning, recommender systems, neural networks, graph neural networks, preference data, graph data graphical processing units

Life-Long Machine Learning for Recommender Systems

Principal investigators: Charlin, Laurent

Keywords: Graphical Models; Machine Learning; Neural Networks; Recommender Systems; Reinforcement Learning; Sequential Decision Making

Établissement de la relève professorale

Principal investigators: CHARLIN, LAURENT

Keywords: Apprentissage machine // Modèles probabilistes // Systèmes de recommandations // Réseaux de neurones profonds // Intelligence Artificielle; Technologie de l'information et des communications; Exploration de données (Data mining); Systèmes neuronaux