| 2022 |
Résolution d’un problème de collecte et livraison dynamique sur un réseau routier avec temps de parcours variables |
Caron, Félix |
Potvin, Jean-Yves; Gendreau, Michel |
| 2022 |
Controllable music performance synthesis via hierarchical modelling |
Wu, Yusong |
Huang, Anna; Courville, Aaron |
| 2022 |
Local differentially private mechanisms for text privacy protection |
Mo, Fengran |
Nie, Jian-Yun |
| 2022 |
Contributions to generative models and their applications |
Che, Tong |
Bengio, Yoshua |
| 2022 |
Reinforcement learning applied to the real world : uncertainty, sample efficiency, and multi-agent coordination |
Mai, Vincent |
Paull, Liam |
| 2022 |
Generating graphical and projectional editors |
Ducoin, Aurélien |
Syriani, Eugene |
| 2022 |
DS-Fake : a data stream mining approach for fake news detection |
Mputu Boleilanga, Henri-Cedric |
Aïmeur, Esma |
| 2022 |
Improving information subsampling with local inhibition |
Piché, Marc-André |
Rish, Irina |
| 2022 |
Game theoretical characterization of the multi-agent network expansion game |
Caye, Flore |
Carvalho, Margarida; Ngueveu, Sandra |
| 2022 |
Génération de données : de l’anonymisation à la construction de populations synthétiques |
Jutras-Dubé, Pascal |
Bastin, Fabian; Morales, Manuel |
| 2022 |
Développement d’un serveur LSP pour Typer |
Soilihi, Ben Soilihi Boina |
Monnier, Stefan |
| 2022 |
Créer un corpus annoté en entités nommées avec Wikipédia et WikiData : de mauvais résultats et du potentiel |
Pagès, Lucas |
Langlais, Philippe |
| 2022 |
Dynamics of learning and generalization in neural networks |
Pezeshki, Mohammad |
Lajoie, Guillaume; Bengio, Yoshua |
| 2022 |
Adversarial games in machine learning : challenges and applications |
Berard, Hugo |
Vincent, Pascal; Lacoste-Julien, Simon |
| 2022 |
A personality aware recommendation system |
Elourajini, Fahed |
Aïmeur, Esma |
| 2022 |
Personalized fake news aware recommendation system |
Sallami, Dorsaf |
Aïmeur, Esma |
| 2022 |
Extraction of UML class diagrams from natural language specifications |
Yang, Song |
Sahraoui, Houari |
| 2022 |
Stabilizing Q-Learning for continuous control |
Hui, David Yu-Tung |
Bacon, Pierre-Luc; Courville, Aaron |
| 2022 |
Automatic taxonomy evaluation |
Gao, Tianjian |
Langlais, Philippe |
| 2022 |
Regroupement de textes avec des approches simples et efficaces exploitant la représentation vectorielle contextuelle SBERT |
Petricevic, Uros |
Langlais, Philippe |
| 2022 |
Neural probabilistic path prediction : skipping paths for acceleration |
Peng, Bowen |
Poulin, Pierre |
| 2022 |
Optimization tools for non-asymptotic statistics in exponential families |
Le Priol, Rémi |
Lacoste-Julien, Simon; Bengio, Yoshua |
| 2022 |
Adaptive learning of tensor network structures |
Hashemizadehaghda, Seyed Meraj |
Rabusseau, Guillaume |
| 2022 |
Learning to compare nodes in branch and bound with graph neural networks |
Labassi, Abdel Ghani |
Lodi, Andrea; Chetelat, Didier |
| 2022 |
Towards meaningful and data-efficient learning : exploring GAN losses, improving few-shot benchmarks, and multimodal video captioning |
Huang, Gabriel |
Lacoste-Julien, Simon |
| 2022 |
Measuring RocksDB performance and adaptive sampling for model estimation |
Laprés-Chartrand, Jean |
Bastin, Fabian |
| 2022 |
Renormalization group theory, scaling laws and deep learning |
Haggi Mani, Parviz |
Rish, Irina |
| 2022 |
Automatically correcting syntactic and semantic errors in ATL transformations using multi-objective optimization |
VaraminyBahnemiry, Zahra |
Sahraoui, Houari |
| 2022 |
Stability-aware simplification of curve networks |
Neveu, William |
Bessmeltsev, Mikhail |
| 2022 |
Agent abstraction in multi-agent reinforcement learning |
Memarian, Amin |
Rish, Irina |
| 2022 |
Imitation from observation using behavioral learning |
Djeafea Sonwa, Medric B. |
Belilovsky, Eugene |
| 2021 |
Contributions à la sonification d’image et à la classification de sons |
Toffa, Ohini Kafui |
Mignotte, Max |
| 2021 |
Mechanical characterization of rigid discrete interlocking materials |
Gingras, Charles |
Thomaszewski, Bernhard |
| 2021 |
Les circuits quantiques paramétrés universels comme modèles d'apprentissage automatique |
Williams, Andrew |
Brassard, Gilles; Tapp, Alain |
| 2021 |
Efficient frequency-space methods for light transport caching |
Dubouchet, Renaud Adrien |
Nowrouzezahrai, Derek |
| 2021 |
Méthodes de décomposition basées sur la relaxation lagrangienne : cas du problème de transport avec coûts fixes |
Tchouandem Kemoe, Julie Amanda |
Gendron, Bernard |
| 2021 |
Some phenomenological investigations in deep learning |
Baratin, Aristide |
Lacoste-Julien, Simon |
| 2021 |
Pattern-based refactoring in model-driven engineering |
Mokaddem, Chihab eddine Mohamed Omar |
Sahraoui, Houari; Syriani, Eugene |
| 2021 |
AI alignment and generalization in deep learning |
Krueger, David |
Courville, Aaron |
| 2021 |
Reusable semantics for implementation of Python optimizing compilers |
Melançon, Olivier |
Feeley, Marc |