2022-08 |
(Out-of-distribution?) : generalization in deep learning |
Caballero, Ethan |
Rish, Irina |
2022-08 |
Latent data augmentation and modular structure for improved generalization |
Lamb, Alexander |
Bengio, Yoshua |
2022-08 |
Personalized fake news aware recommendation system |
Sallami, Dorsaf |
Aïmeur, Esma |
2022-08 |
DS-Fake : a data stream mining approach for fake news detection |
Mputu Boleilanga, Henri-Cedric |
Aïmeur, Esma |
2022-08 |
A personality aware recommendation system |
Elourajini, Fahed |
Aïmeur, Esma |
2022-08 |
Syntactic inductive biases for deep learning methods |
Shen, Yikang |
Courville, Aaron |
2022-08 |
Dynamics of learning and generalization in neural networks |
Pezeshki, Mohammad |
Lajoie, Guillaume; Bengio, Yoshua |
2022-08 |
Segmentation des images radiographiques à rayon-X basée sur la fusion entropique et Reconstruction 3D biplanaire des os basée sur la modélisation statistique non-linéaire |
Nguyen, Dac Cong Tai |
Mignotte, Max; Lavoie, Frédéric |
2022-08 |
Renormalization group theory, scaling laws and deep learning |
Haggi Mani, Parviz |
Rish, Irina |
2022-08 |
Évaluation de la charge mentale des pilotes en manœuvre aérienne |
Antoine, Maxime |
Frasson, Claude |
2022-08 |
Adversarial games in machine learning : challenges and applications |
Berard, Hugo |
Vincent, Pascal; Lacoste-Julien, Simon |
2022-08 |
Learning to compare nodes in branch and bound with graph neural networks |
Labassi, Abdel Ghani |
Lodi, Andrea; Chetelat, Didier |
2022-08 |
Sample efficient reinforcement learning for biological sequence design |
Nouri, Padideh |
Bacon, Pierre-Luc |
2022-08 |
Local differentially private mechanisms for text privacy protection |
Mo, Fengran |
Nie, Jian-Yun |
2022-08 |
Controllable music performance synthesis via hierarchical modelling |
Wu, Yusong |
Huang, Anna; Courville, Aaron |
2022-08 |
Understanding, improving, and generalizing generative models |
Jolicoeur-Martineau, Alexia |
Mitliagkas, Ioannis |
2022-08 |
Generalization in federated learning |
Tenison, Irene |
Rish, Irina; Belilovsky, Eugene |
2022-08 |
A stochastic integer programming approach to reserve staff scheduling with preferences |
Perreault-Lafleur, Carl |
Carvalho, Margarida; Desaulniers, Guy |
2022-07 |
Benchmarking bias mitigation algorithms in representation learning through fairness metrics |
Reddy, Charan |
Anbil Parthipan, Sarath Chandar |
2022-07 |
Stability-aware simplification of curve networks |
Neveu, William |
Bessmeltsev, Mikhail |
2022-06 |
Problem hierarchies in continual learning |
Normandin, Fabrice |
Rish, Irina |
2022-06 |
Agent abstraction in multi-agent reinforcement learning |
Memarian, Amin |
Rish, Irina |
2022-06 |
Accounting for variance and hyperparameter optimization in machine learning benchmarks |
Bouthillier, Xavier |
Vincent, Pascal |
2022-06 |
Vers la sécurité des conteneurs : les comprendre et les sécuriser |
Lapointe, Hugo B. |
Aïmeur, Esma |
2022-05 |
Advances in generative models for dynamic scenes |
Castrejon Subira, Lluis Enric |
Courville, Aaron; Ballas, Nicolas |
2022-04 |
Développement d’un serveur LSP pour Typer |
Soilihi, Ben Soilihi Boina |
Monnier, Stefan |
2022-04 |
Optimization tools for non-asymptotic statistics in exponential families |
Le Priol, Rémi |
Lacoste-Julien, Simon; Bengio, Yoshua |
2022-04 |
Game theoretical characterization of the multi-agent network expansion game |
Caye, Flore |
Carvalho, Margarida; Ngueveu, Sandra |
2022-04 |
Cyclopean optical flow |
Robles Hernández, Maria Fernanda |
Roy, Sébastien |
2022-04 |
Parametric Scattering Networks |
Gauthier, Shanel |
Rish, Irina; Wolf, Guy |
2022-04 |
City decision-making : optimization of the location and design of urban green spaces |
Leboeuf, Caroline |
Carvalho, Margarida |
2022-04 |
Créer un corpus annoté en entités nommées avec Wikipédia et WikiData : de mauvais résultats et du potentiel |
Pagès, Lucas |
Langlais, Philippe |
2022-03 |
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 |
2022-03 |
Incorporating health factors into food recommendation : experiments on real-world data from a weight-loss app |
Ling, Yabo |
Nie, Jian-Yun |
2022-03 |
Une étude des graphes jumeaux via l'auto-abritement |
Gagnon, Alizée |
Hahn, Gena; Seamone, Benjamin |
2022-02 |
Apprentissage d'atlas cellulaires par la méthode de Factorized embeddings |
Trofimov, Assya |
Lemieux, Sébastien; Perreault, Claude |
2022-01 |
Differentiable world programs |
Jatavallabhul, Krishna Murthy |
Paull, Liam |
2022-01 |
On iterated learning for task-oriented dialogue |
Singhal, Soumye |
Courville, Aaron |
2022-01 |
Measuring RocksDB performance and adaptive sampling for model estimation |
Laprés-Chartrand, Jean |
Bastin, Fabian |
2022-01 |
Traitement des données scRNA-seq issues de la technologie Drop-Seq : application à l’étude des réseaux transcriptionnels dans le cancer du sein |
David, Marjolaine |
Lemieux, Sébastien; Mader, Sylvie |
2022-01 |
On the VC-dimension of Tensor Networks |
Khavari, Behnoush |
Rabusseau, Guillaume |
2021-12 |
Content-based automatic fact checking |
Orthlieb, Teo |
Frasson, Claude; Ben Abdessalam, Hamdi |
2021-12 |
Some phenomenological investigations in deep learning |
Baratin, Aristide |
Lacoste-Julien, Simon |
2021-12 |
Forecasting for operational planning of M1M systems |
Amini, Mohammad |
Frejinger, Emma; Crainic, Teodor Gabriel |
2021-12 |
AI alignment and generalization in deep learning |
Krueger, David |
Courville, Aaron |
2021-12 |
A framework for domain-specific modeling on graph databases |
Nikitchyn, Vitalii |
Syriani, Eugene |
2021-12 |
Tailored deep learning techniques for information retrieval |
Nie, Yifan |
Nie, Jian-Yun |
2021-12 |
Hybrid and data-driven methods for efficient and realistic particle-based liquid simulations |
Roy, Bruno |
Poulin, Pierre; Paquette, Eric |
2021-11 |
Utilisation du plongement du domaine pour l’adaptation non supervisée en traduction automatique |
Frenette, Xavier |
Langlais, Philippe |
2021-11 |
Abstraction de comportement de haut niveau à l’aide de la visualisation interactive |
Vandamme, Dorian |
Sahraoui, Houari; Poulin, Pierre |