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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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2021 AI alignment and generalization in deep learning
2021 Alzheimer prediction from connected speech extracts : assessment of generalisation to new data
2021 Computation over partial information : a principled approach to accurate partial evaluation
2021 Job dissatisfaction detection through progress note
2021 Mechanical characterization of rigid discrete interlocking materials
2021 PatchUp : a feature-space block-level regularization technique for convolutional neural networks
2021 Randomized Quasi-Monte Carlo Methods for Density Estimation and Simulation of Markov Chains
2021 Self-supervision for data interpretability in image classification and sample efficiency in reinforcement learning
2021 Méthodologies pour la détection de diachronies sémantiques et leurs impacts
2021 Learning neural ordinary differential equations for optimal control
2021 Acceleration and new analysis of convex optimization algorithms
2021 Tools for fluid simulation control in computer graphics
2021 Towards causal federated learning : a federated approach to learning representations using causal invariance
2021 Towards fairness in Kidney Exchange Programs
2021 Parsimonious reasoning in reinforcement learning for better credit assignment
2020 Look-ahead meta-learning for continual learning
2020 Edit distance metrics for measuring dissimilarity between labeled gene trees
2020 The load planning problem for double-stack intermodal trains
2020 Deep reinforcement learning for multi-modal embodied navigation
2020 Prediction of Alzheimer's disease and semantic dementia from scene description: toward better language and topic generalization
2020 The multilevel critical node problem : theoretical intractability and a curriculum learning approach
2020 Statistical physics of constraint satisfaction problems
2020 Articulating design-time uncertainty with DRUIDE
2020 A rolling horizon approach for the locomotive routing problem at the Canadian National Railway Company
2020 Tactical block planning for intermodal rail transportation
2020 Identifying electrons with deep learning methods
2020 On improving variational inference with low-variance multi-sample estimators
2020 Un système de question-réponse simple appliqué à SQuAD
2020 Open source quality control tool for translation memory using artificial intelligence
2020 Générateurs de nombres aléatoires modulo un grand entier, dont l’uniformité est assurée
2020 A data-driven discrete elastic rod model for shells and solids
2020 Introduction à la reconstruction 3D par lumière structurée
2020 On two sequential problems : the load planning and sequencing problem and the non-normal recurrent neural network
2020 Multi-player games in the era of machine learning
2020 Recommandation conversationnelle : écoutez avant de parlez
2020 Privacy evaluation of fairness-enhancing pre-processing techniques
2020 Theseus : a 3D virtual reality orientation game with real-time guidance system for cognitive training
2020 Vérification des patrons temporels d’utilisation d’API sans exécution du code : une approche et un outil
2020 VGCN-BERT : augmenting BERT with graph embedding for text classification : application to offensive language detection
2020 Assessing the robustness of genetic codes and genomes