2020-08 |
Neural approaches to dialog modeling |
Sankar, Chinnadhurai |
Bengio, Yoshua |
2018-02 |
Reparametrization in deep learning |
Dinh, Laurent |
Bengio, Yoshua |
2004 |
Méthodes à noyaux appliquées à la gestion de portefeuille |
Dorion, Christian |
Bengio, Yoshua |
2012-09 |
Algorithmes d'apprentissage pour la recommandation |
Bisson, Valentin |
Bengio, Yoshua |
2020-08 |
Entity-centric representations in deep learning |
Assouel, Rim |
Bengio, Yoshua |
2012-03 |
Apprentissage machine efficace : théorie et pratique |
Delalleau, Olivier |
Bengio, Yoshua |
2014-05 |
On Recurrent and Deep Neural Networks |
Pascanu, Razvan |
Bengio, Yoshua |
2020-01 |
On sample efficiency and systematic generalization of grounded language understanding with deep learning |
Bahdanau, Dzmitry |
Bengio, Yoshua |
2018-05 |
Learning and time : on using memory and curricula for language understanding |
Gulcehre, Caglar |
Bengio, Yoshua |
2023-11 |
Building sample-efficient reinforcement learning |
Schwarzer, Max Allen |
Bellemare, Marc; Courville, Aaron |
2022-11 |
Brain decoding of the Human Connectome Project Tasks in a Dense Individual fMRI Dataset |
Rastegarnia, Shima |
Bellec, Pierre-Louis |
2023-07 |
AI-based modeling of brain and behavior : combining neuroimaging, imitation learning and video games |
Kemtur, Anirudha |
Bellec, Pierre; Jerbi, Karim |
2023-04 |
Multi-task learning for joint diagnosis of CNVs and psychiatric conditions from rs-fMRI |
Harvey, Annabelle |
Bellec, Pierre; Jacquemont, Sébastien; Dumas, Guillaume |
2021-08 |
Evolving artificial neural networks to imitate human behaviour in Shinobi III : return of the Ninja master |
Le Cleï, Maximilien |
Bellec, Pierre; Hjelm, Rex Devon |
2017-08 |
Dealing with heterogeneity in the prediction of clinical diagnosis |
Langlois Dansereau, Christian |
Bellec, Pierre |
2022-12 |
Re-weighted softmax cross-entropy to control forgetting in federated learning |
Legate, Gwendolyne |
Belilovsky, Eugene |
2022-11 |
Imitation from observation using behavioral learning |
Djeafea Sonwa, Medric B. |
Belilovsky, Eugene |
2015-07 |
Investigating the Impact of Personal, Temporal and Participation Factors on Code Review Quality |
Cao, Yaxin |
Baysal, Olga |
2022-11 |
Génération de données : de l’anonymisation à la construction de populations synthétiques |
Jutras-Dubé, Pascal |
Bastin, Fabian; Morales, Manuel |
2020-05 |
European day-ahead electricity price forecasting |
Beaulne, Alexandre |
Bastin, Fabian; Morales, Manuel |
2020-01 |
Programmation stochastique à deux étapes pour l’ordonnancement des arrivées d’avions sous incertitude |
Khassiba, Ahmed |
Bastin, Fabian; Gendron, Bernard; Cafieri, Sonia; Mongeau, Marcel |
2016-08 |
Development of new scenario decomposition techniques for linear and nonlinear stochastic programming |
Zehtabian, Shohre |
Bastin, Fabian; Frejinger, Emma |
2020-05 |
Leveraging deep reinforcement learning in the smart grid environment |
Desage, Ysaël |
Bastin, Fabian; Bouffard, François |
2022-01 |
Measuring RocksDB performance and adaptive sampling for model estimation |
Laprés-Chartrand, Jean |
Bastin, Fabian |
2018-03 |
Estimation of Noisy Cost Functions by Conventional and Adjusted Simulated Annealing Techniques |
Abodinar, Laila |
Bastin, Fabian |
2012-12 |
Revisiting optimization algorithms for maximum likelihood estimation |
Mai, Anh Tien |
Bastin, Fabian |
2012-09 |
A dynamic sequential route choice model for micro-simulation |
Morin, Léonard Ryo |
Bastin, Fabian |
2017-09 |
Évaluation de politiques de séquençage d'arrivées d'avions par Simulation Monte Carlo |
Sboui, Wael |
Bastin, Fabian |
2022-12 |
Stabilizing Q-Learning for continuous control |
Hui, David Yu-Tung |
Bacon, Pierre-Luc; Courville, Aaron |
2021-08 |
Steepest descent as Linear Quadratic Regulation |
Dufort-Labbé, Simon |
Bacon, Pierre-Luc |
2022-12 |
Accelerated algorithms for temporal difference learning methods |
Rankawat, Anushree |
Bacon, Pierre-Luc |
2022-08 |
Sample efficient reinforcement learning for biological sequence design |
Nouri, Padideh |
Bacon, Pierre-Luc |
2023-04 |
Model-based hyperparameter optimization |
Crouther, Paul |
Bacon, Pierre-Luc |
2021-08 |
Parsimonious reasoning in reinforcement learning for better credit assignment |
Ma, Michel |
Bacon, Pierre-Luc |
2024-01 |
Beyond the horizon : improved long-range sequence modeling, from dynamical systems to language |
Fathi, Mahan |
Bacon, Pierre-Luc |
2021-08 |
Learning neural ordinary differential equations for optimal control |
Howe, Nikolaus Harry Reginald |
Bacon, Pierre-Luc |
2002 |
Network information discovery and structural optimization in the WOS's context by using distributed algorithms |
Yuen, Sai Ho |
Babin, Gilbert; Kropf, Peter G. |
2002 |
Resource Warehouses : a distributed information management infrastructure |
El-Khoury, Simon |
Babin, Gilbert; Kropf, Peter G. |
2024-01 |
The role of continual learning and adaptive computation in improving computational efficiency of deep learning |
Gupta, Kshitij |
Anbil Parthipan, Sarath Chandar; Rish, Irina |
2023-08 |
Towards adaptive deep model-based reinforcement learning |
Rahimi-Kalahroudi, Ali |
Anbil Parthipan, Sarath Chandar |
2021-07 |
PatchUp : a feature-space block-level regularization technique for convolutional neural networks |
Faramarzi, Mojtaba |
Anbil Parthipan, Sarath Chandar |
2022-07 |
Benchmarking bias mitigation algorithms in representation learning through fairness metrics |
Reddy, Charan |
Anbil Parthipan, Sarath Chandar |
2021-05 |
IIRC : Incremental Implicitly-Refined Classification |
Abdelsalam, Mohamed |
Anbil Parthipan, Sarath Chandar |
2006 |
An intelligent help system to support teachers to author learning sessions in decision-making in network design |
Rodríguez, Arnoldo |
Aïmeur, Esma; VAZQUEZ-ABAD, FELISA J. |
2017-12 |
Caractérisation et étude de l’impact des permissions dans les applications mobiles |
Dbouba, Selsabil |
Aïmeur, Esma; Sahraoui, Houari |
2023-10 |
Training large multimodal language models with ethical values |
Roger, Alexis |
Aïmeur, Esma; Rish, Irina |
2020-03 |
Personal information prediction from written texts |
Bibi, Khalil |
Aïmeur, Esma; Langlais, Philippe |
2004 |
MyHouse : un système de négociation multi-critères dans le commerce électronique, appliqué au domaine du courtage immobilier |
Erfani, Maryam |
Aïmeur, Esma; KROPF, PETER G. |
2012-08 |
Impacts and Detection of Design Smells |
Maiga, Abdou |
Aïmeur, Esma; Gueheneuc, Yann-Gael |
2012-04 |
Towards a Privacy-enhanced Social Networking Site |
Ho, Ai Thanh |
Aïmeur, Esma; Gambs, Sébastien |