| 2023 |
Co-simulation for controlled environment agriculture |
Archambault, Pascal |
Syriani, Eugene; Sahraoui, Houari |
| 2023 |
Improving predictive behavior under distributional shift |
Ahmed, Faruk |
Courville, Aaron |
| 2023 |
Reasoning with structure : graph neural networks algorithms and applications |
Deac, Andreea-Ioana |
Tang, Jian |
| 2023 |
Apprentissage de descripteurs locaux pour l’amélioration des systèmes de SLAM visuel |
Luttun, Johan |
Roy, Sébastien |
| 2023 |
Emergence of language-like latents in deep neural networks |
Lu, Yuchen |
Courville, Aaron |
| 2023 |
Variations sur le protocole BB84 avec bases de polarisation secrètes |
Gazaille, Shany Xiye |
Brassard, Gilles; Salvail, Louis |
| 2023 |
Small batch deep reinforcement learning |
Obando-Ceron, Johan Samir |
Castro, Pablo Samuel; Gendron-Bellemare, Marc |
| 2023 |
Training large multimodal language models with ethical values |
Roger, Alexis |
Aïmeur, Esma; Rish, Irina |
| 2023 |
Learned interpreters : structural and learned systematicity in neural networks for program execution |
Bieber, David |
Larochelle, Hugo; Tarlow, Daniel |
| 2023 |
Deep networks training and generalization: insights from linearization |
George, Thomas |
Vincent, Pascal; Lajoie, Guillaume |
| 2023 |
Enhancing cybersecurity awareness through educational games : design of an adaptive visual novel game |
Bouzegza, Firdaous |
Aïmeur, Esma |
| 2023 |
Methods for solving combinatorial pricing problems |
Bui, Quang Minh |
Carvalho, Margarida |
| 2023 |
On impact of mixing times in continual reinforcement learning |
Raparthy, Sharath Chandra |
Rish, Irina |
| 2023 |
Fair vaccination strategies with influence maximization : a case study on COVID-19 |
Neophytou, Nicola |
Farnadi, Golnoosh |
| 2023 |
Predicting viral respiratory tract infections using wearable garment biosensors |
Jlassi, Oussama |
Dixon, Philippe |
| 2023 |
Neurobiologically-inspired models : exploring behaviour prediction, learning algorithms, and reinforcement learning |
Spinney, Sean |
Rish, Irina; Conrod, Patricia |
| 2023 |
Towards adaptive deep model-based reinforcement learning |
Rahimi-Kalahroudi, Ali |
Anbil Parthipan, Sarath Chandar |
| 2023 |
Detecting pre-error states and process deviations resulting from cognitive overload in aircraft pilots |
Pietracupa, Massimo |
Frasson, Claude |
| 2023 |
Sequential decision modeling in uncertain conditions |
Kastner, Kyle |
Courville, Aaron |
| 2023 |
Detection, recuperation and cross-subject classification of mental fatigue |
Hajj Assaf, Alyssa |
Frasson, Claude |
| 2023 |
Leveraging self-supervision for visual embodied navigation with neuralized potential fields |
Saavedra Ruiz, Miguel Angel |
Paull, Liam |
| 2023 |
ZeroAbuse, a serious game to prevent child maltreatment |
Cevallos, Lissethy |
Aïmeur, Esma |
| 2023 |
Weak core solution for the non-transferable utility kidney exchange game |
Collette, Raphaël |
Carvalho, Margarida |
| 2023 |
Advances in uncertainty modelling : from epistemic uncertainty estimation to generalized generative flow networks |
Lahlou, Salem |
Bengio, Yoshua |
| 2023 |
Estimation de cartes d'énergie du bruit apériodique de la marche humaine avec une caméra de profondeur pour la détection de pathologies et modèles légers de détection d'objets saillants basés sur l'opposition de couleurs |
Ndayikengurukiye, Didier |
Mignotte, Max |
| 2023 |
Model-based hyperparameter optimization |
Crouther, Paul |
Bacon, Pierre-Luc |
| 2023 |
Fairness through domain awareness : mitigating popularity bias for music discovery |
Salganik, Rebecca |
Farnadi, Golnoosh |
| 2023 |
FETA : fairness enforced verifying, training, and predicting algorithms for neural networks |
Mohammadi, Kiarash |
Farnadi, Golnoosh |
| 2023 |
Learning and planning with noise in optimization and reinforcement learning |
Thomas, Valentin |
Bengio, Yoshua; Le Roux, Nicolas |
| 2023 |
Investigating intra and inter-subject performance with deep learning for gait on irregular surfaces |
Lam, Guillaume |
Dixon, Philippe |
| 2023 |
Toward trustworthy deep learning : out-of-distribution generalization and few-shot learning |
Gagnon-Audet, Jean-Christophe |
Dumas, Guillaume; Rish, Irina |
| 2023 |
A multi-agent nudge-based approach for disclosure mitigation online |
Ben Salem, Rim |
Aïmeur, Esma |
| 2023 |
Context-aware ranking : from search to dialogue |
Zhu, Yutao |
Nie, Jian-Yun |
| 2023 |
Data-driven optimization of bus schedules under uncertainties |
Ricard, Léa |
Lodi, Andrea; Desaulniers, Guy; Rousseau, Louis-Martin |
| 2023 |
Maximum flow-based formulation for the optimal location of electric vehicle charging stations |
Parent, Pierre-Luc |
Carvalho, Margarida; Anjos, Miguel F. |
| 2023 |
On choice models in the context of MDPs |
Mohammadpour, Sobhan |
Frejinger, Emma; Bacon, Pierre-Luc |
| 2023 |
Fear prediction for training robust RL agents |
Gauthier, Charlie |
Paull, Liam |
| 2023 |
Entanglement-assisted communication complexity and nonlocal games |
Lalonde, Olivier |
Brassard, Gilles; Dupuis, Frédéric |
| 2023 |
Towards a unified model for speech and language processing |
Ploujnikov, Artem |
Ravanelli, Mirco |
| 2023 |
Contextual cues for deep learning models of code |
Shrivastava, Disha |
Larochelle, Hugo; Tarlow, Daniel |