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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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2022-07 Benchmarking bias mitigation algorithms in representation learning through fairness metrics
2021-07 PatchUp : a feature-space block-level regularization technique for convolutional neural networks
2002 Network information discovery and structural optimization in the WOS's context by using distributed algorithms
2002 Resource Warehouses : a distributed information management infrastructure
2022-08 Sample efficient reinforcement learning for biological sequence design
2023-04 Model-based hyperparameter optimization
2024-01 Beyond the horizon : improved long-range sequence modeling, from dynamical systems to language
2022-12 Accelerated algorithms for temporal difference learning methods
2021-08 Learning neural ordinary differential equations for optimal control
2021-08 Parsimonious reasoning in reinforcement learning for better credit assignment
2021-08 Steepest descent as Linear Quadratic Regulation
2022-12 Stabilizing Q-Learning for continuous control
2012-09 A dynamic sequential route choice model for micro-simulation
2012-12 Revisiting optimization algorithms for maximum likelihood estimation
2017-09 Évaluation de politiques de séquençage d'arrivées d'avions par Simulation Monte Carlo
2018-03 Estimation of Noisy Cost Functions by Conventional and Adjusted Simulated Annealing Techniques
2022-01 Measuring RocksDB performance and adaptive sampling for model estimation
2020-05 Leveraging deep reinforcement learning in the smart grid environment
2016-08 Development of new scenario decomposition techniques for linear and nonlinear stochastic programming
2020-01 Programmation stochastique à deux étapes pour l’ordonnancement des arrivées d’avions sous incertitude
2020-05 European day-ahead electricity price forecasting
2022-11 Génération de données : de l’anonymisation à la construction de populations synthétiques
2015-07 Investigating the Impact of Personal, Temporal and Participation Factors on Code Review Quality
2022-12 Re-weighted softmax cross-entropy to control forgetting in federated learning
2022-11 Imitation from observation using behavioral learning
2017-08 Dealing with heterogeneity in the prediction of clinical diagnosis
2021-08 Evolving‌ ‌artificial‌ ‌neural‌ ‌networks‌‌ ‌to‌ ‌imitate‌ ‌human‌ ‌behaviour‌‌ ‌in‌ ‌Shinobi‌ ‌III‌ ‌:‌ ‌return‌ ‌of‌ ‌the‌ ‌Ninja‌ ‌master‌
2023-04 Multi-task learning for joint diagnosis of CNVs and psychiatric conditions from rs-fMRI
2023-07 AI-based modeling of brain and behavior : combining neuroimaging, imitation learning and video games
2022-11 Brain decoding of the Human Connectome Project Tasks in a Dense Individual fMRI Dataset