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Thèses et mémoires

Des thèses et mémoires de nos étudiants sont conservés et consultables dans Papyrus, le dépôt institutionnel de l'Université de Montréal.

 

 

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2024 Enhancing factuality and coverage in summarization via referencing key extracted content
2024 Dichotomy(?) of fairness and efficiency
2024 Learning optimizers for communication-efficient distributed learning
2024 Promoting robustness and compositionality in machine learning with insights from cognitive bottlenecks
2024 Quotient Types in Typer
2024 Metaheuristics for vehicle routing problems : new methods and performance analysis
2024 Domain adaptation in reinforcement learning via causal representation learning
2024 Rule-based data augmentation for document-level medical concept extraction
2024 Distributed fog load balancing to support IoT applications : a reinforcement learning approach
2024 Constrained optimization for machine learning : algorithms and applications
2024 Towards efficient and effective preference alignment for large language models
2024 Enhancing agent learning through world dynamics modeling
2024 Leveraging foundation models towards semantic world representations for robotics
2024 The shifting landscape of data : learning to tame distributional shifts
2024 Modélisation de l'activité cérébrale mesurée par imagerie par résonance magnétique fonctionnelle dans une tâche de jeu vidéo par des modèles d'apprentissage profond
2024 Parameter, experience, and compute efficient deep reinforcement learning
2024 Strategic planning of intracity electric vehicle charging station locations with integrated advanced demand dynamics
2024 An exploration of approximation chains
2024 Intrinsic exploration for reinforcement learning beyond rewards
2024 Generative flow networks : theory and applications to structure learning
Number of results : 1662