| 2023 |
Towards the reduction of greenhouse gas emissions : models and algorithms for ridesharing and carbon capture and storage |
Homsi, Gabriel |
Jena, Sanjay Dominik |
| 2023 |
FETA : fairness enforced verifying, training, and predicting algorithms for neural networks |
Mohammadi, Kiarash |
Farnadi, Golnoosh |
| 2023 |
Variations sur le protocole BB84 avec bases de polarisation secrètes |
Gazaille, Shany Xiye |
Brassard, Gilles; Salvail, Louis |
| 2024 |
Geometric-aware models for protein design |
Wang, Chuanrui |
Tang, Jian |
| 2024 |
HarmonyCo : développement d'une bibliothèque Python pour le calcul optimisé de la médiane de permutations |
Rabah, Ahmed Imed Eddine |
Hamel, Sylvie |
| 2024 |
Modelling and evolving design-time uncertainty |
Sahyouni, Charbel |
Famelis, Michalis |
| 2024 |
Enhancing agent learning through world dynamics modeling |
Sun, Zhiyuan |
Liu, Bang |
| 2024 |
The equivalence of contrastive learning and graph convolution in collaborative filtering |
Wu, Yihong |
Nie, Jian-Yun |
| 2024 |
Deep learning applications to climate change mitigation |
Schmidt, Victor |
Bengio, Yoshua |
| 2024 |
On PI controllers for updating lagrange multipliers in constrained optimization |
Sohrabi, Motahareh |
Lacoste-Julien, Simon |
| 2024 |
Intrinsic exploration for reinforcement learning beyond rewards |
Creus-Castanyer, Roger |
Berseth, Glen |
| 2024 |
Generative models, theory and applications |
Askari Hemmat, Reyhane |
Mitliagkas, Ioannis; Le Roux, Nicolas |
| 2024 |
Quotient Types in Typer |
Tan, James Juan Whei |
Monnier, Stefan |
| 2024 |
Dynamic capacities and priorities in stable matching |
Bobbio, Federico |
Carvalho, Margarida |
| 2024 |
Embedding cultural diversity in prototype-based recommender systems |
Moradi, Armin |
Farnadi, Golnoosh |
| 2024 |
Parameter, experience, and compute efficient deep reinforcement learning |
Nikishin, Evgenii |
Bacon, Pierre-Luc; Courville, Aaron |
| 2024 |
Generative flow networks : theory and applications to structure learning |
Deleu, Tristan |
Bengio, Yoshua |
| 2024 |
Enhancing risk-based authentication with federated learning : introducing the F-RBA framework |
Fereidouni, Hamidreza |
Hafid, Abdelhakim |
| 2024 |
Metaheuristics for vehicle routing problems : new methods and performance analysis |
Guillen Reyes, Fernando Obed |
Potvin, Jean-Yves; Gendreau, Michel; Vidal, Thibaut |
| 2024 |
Evaluating approaches to solving proportional sentence analogies |
Blain-Montesano, Yves |
Langlais, Philippe |
| 2024 |
The role of continual learning and adaptive computation in improving computational efficiency of deep learning |
Gupta, Kshitij |
Anbil Parthipan, Sarath Chandar; Rish, Irina |
| 2024 |
Scalable and robust fog-computing design & dimensioning in dynamic, trustless smart cities |
Sanchez-Martinez, Ismael |
Hafid, Abdelhakim ; Gendreau, Michel |
| 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 |
Paugam, François |
Bellec, Pierre-Louis; Lajoie, Guillaume |
| 2024 |
Génération de données synthétiques pour l'adaptation hors-domaine non-supervisée en réponse aux questions : méthodes basées sur des règles contre réseaux de neurones |
Duran, Juan Felipe |
Langlais, Philippe |
| 2024 |
FACTS-ON : Fighting Against Counterfeit Truths in Online social Networks : fake news, misinformation and disinformation |
Amri, Sabrine |
Aïmeur, Esma |
| 2025 |
Human action recognition based on skeleton graph neural networks using self-distillation |
Feng, Miao |
Meunier, Jean |
| 2025 |
CyberPRIcards : un jeu sérieux pour la sensibilisation à la vie privée et l’intimité numérique |
Carrascal, Rafael |
Aïmeur, Esma |
| 2025 |
Machine learning accelerated stochastic optimization and applications to railway operations |
Larsen, Eric |
Frejinger, Emma |
| 2025 |
Towards adaptive personalization in conversational search |
Hui, Yuchen |
Nie, Jian-Yun |
| 2025 |
Investigating the impact of training data coverage on large language model hallucinations |
Zhang, Shuo |
Nie, Jian-Yun |
| 2025 |
Robustesse des réseaux neuronaux sur graphes |
Lapointe-Gagné, Olivier |
Beaini, Dominique |
| 2025 |
Strategic capacity planning and pricing : a choice-based approach |
Pinzon Ulloa, David Leonardo |
Frejinger, Emma |
| 2025 |
Data-driven large neighbourhood search for combinatorial optimization problems |
Robinson La Rocca, Charly |
Frejinger, Emma |
| 2025 |
LLMs for experiment design in scientific domains : are we there yet? |
Gupta, Rushil |
Liu, Bang |
| 2025 |
CLIP-Enhance : improving CLIP zero-shot classification via von Mises-Fisher clustering |
Sandhu, Mahtab |
Paull, Liam |
| 2025 |
Cracks in the platform : detecting inconsistencies and workarounds in low-code applications |
Zaheri, MohammadAmin |
Famelis, Michalis; Syriani, Eugene |
| 2025 |
Interpreting and generating drawings via learning, geometry processing, and optimization |
Puhachov, Ivan |
Bessmeltsev, Mikhail |
| 2025 |
Vers des jumeaux numériques intelligents en agriculture en environnement contrôlé : contributions conjointes en détection de fruits par vision et en simulation trans-domaines. |
Amiri, Mansoorali |
Sahraoui, Houari |
| 2025 |
Technical methods for governing AI agents |
Chan, Alan |
Le Roux, Nicolas; Krueger, David |
| 2025 |
Connecting neural networks, automata theory and tensor network methods for sequence data learning |
Lizaire, Maude |
Rabusseau, Guillaume |
| 2025 |
Resource allocation under stochastic demand : applications in ridesharing and home healthcare systems |
Nguyen, Ngoc-Dai |
Lahrichi, Nadia |
| 2025 |
Building awareness and safeguarding privacy : the development of DEDALUS and ICARUS for image privacy classification |
Rocha De Alba, Hugo |
Aïmeur, Esma |
| 2025 |
Problèmes de localisation avec équilibrage |
Kadri, Anis |
Gendreau, Michel |
| 2025 |
Interactive hashing against quantum adversaries |
Thibodeau, Louis-Charles |
Salvail, Louis |
| 2025 |
Designing scalable and efficient neural networks |
Feng, Leo |
Bengio, Yoshua |
| 2025 |
Pour une IA plus responsable, détection de biais dans les entrevues de recrutement |
Lemarchand, Denis |
Aïmeur, Esma |
| 2025 |
Deep generative modeling of atomistic systems |
Shi, Chence |
Tang, Jian |
| 2025 |
Gradients protection in federated learning for Biometric authentication model |
Kasravi Mavi, Yalda |
Hafid, Abdelhakim |
| 2025 |
Modeling the world to reason and plan |
Samsami, Mohammad Reza |
Anbil Parthipan, Sarath Chandar; Rish, Irina |
| 2025 |
Modélisation et analyse des données pour la simulation ferroviaire et la prévision des horaires en temps réel |
Côté, Hugo |
L'Écuyer, Pierre |