| Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning M Abdar, M Samami, SD Mahmoodabad, T Doan, B Mazoure, ... Computers in biology and medicine 135, 104418, 2021 | 73 | 2021 |
| Deep Reinforcement and InfoMax Learning B Mazoure, RT Combes, T Doan, P Bachman, RD Hjelm Advances in Neural Information Processing Systems, 2020 | 58 | 2020 |
| Horizontal gene transfer and recombination analysis of SARS-CoV-2 genes helps discover its close relatives and shed light on its origin V Makarenkov*, B Mazoure*, G Rabusseau, P Legendre BMC Ecology and Evolution 21, 5, 2021 | 47 | 2021 |
| Leveraging exploration in off-policy algorithms via normalizing flows B Mazoure, T Doan, A Durand, RD Hjelm, J Pineau Proceedings of the 3rd Conference on Robot Learning (CoRL 2019), 2019 | 42 | 2019 |
| Online Adaptative Curriculum Learning for GANs T Doan, J Monteiro, I Albuquerque, B Mazoure, A Durand, J Pineau, ... Proceedings of 33rd AAAI Conference on Artificial Intelligence (AAAI 2019), 2018 | 36 | 2018 |
| Exploring attention mechanism for acoustic-based classification of speech utterances into system-directed and non-system-directed A Norouzian, B Mazoure, D Connolly, D Willett International Conference on Acoustics, Speech and Signal Processing (ICASSP …, 2019 | 32 | 2019 |
| A theoretical analysis of catastrophic forgetting through the ntk overlap matrix T Doan, MA Bennani, B Mazoure, G Rabusseau, P Alquier International Conference on Artificial Intelligence and Statistics, 1072-1080, 2021 | 27 | 2021 |
| Identification and correction of spatial bias are essential for obtaining quality data in high-throughput screening technologies B Mazoure, R Nadon, V Makarenkov Nature Scientific Reports 7 (1), 1-10, 2017 | 18 | 2017 |
| GAN Q-learning T Doan*, B Mazoure*, C Lyle arXiv preprint arXiv:1805.04874, 2018 | 13 | 2018 |
| Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL B Mazoure, AM Ahmed, P MacAlpine, RD Hjelm, A Kolobov International Conference on Learning Representations, 2022 | 12 | 2022 |
| Attraction-Repulsion Actor-Critic for Continuous Control Reinforcement Learning T Doan*, B Mazoure*, A Durand, J Pineau, RD Hjelm arXiv preprint arXiv:1909.07543, 2019 | 11 | 2019 |
| DUNEScan: a web server for uncertainty estimation in skin cancer detection with deep neural networks B Mazoure, A Mazoure, J Bédard, V Makarenkov Scientific Reports 12 (1), 179, 2022 | 8 | 2022 |
| Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning B Mazoure, P Mineiro, P Srinath, RS Sedeh, D Precup, A Swaminathan ECML-PKDD, 2021 | 7* | 2021 |
| An intelligent shopping list based on the application of partitioning and machine learning algorithms N Tahiri, B Mazoure, V Makarenkov SciPy Conference, 2019 | 7 | 2019 |
| Detecting and removing multiplicative spatial bias in high-throughput screening technologies I Caraus, B Mazoure, R Nadon, V Makarenkov Bioinformatics 33 (20), 3258-3267, 2017 | 5 | 2017 |
| EmojiGAN: learning emojis distributions with a generative model B Mazoure, T Doan, S Ray EMNLP Workshop on Computational Approaches to Subjectivity, Sentiment and …, 2018 | 4 | 2018 |
| Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning T Li*, B Mazoure*, D Precup, G Rabusseau International Conference on Artificial Intelligence and Statistics, 2019 | 3 | 2019 |
| Alpha-Divergences in Variational Dropout B Mazoure*, R Islam* arXiv preprint arXiv:1711.04345, 2017 | 2 | 2017 |
| The Sandbox Environment for Generalizable Agent Research (SEGAR) RD Hjelm, B Mazoure, F Golemo, F Frujeri, M Jalobeanu, A Kolobov arXiv preprint arXiv:2203.10351, 2022 | 1 | 2022 |
| Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions B Mazoure, I Kostrikov, O Nachum, J Tompson Advances in Neural Information Processing Systems, 2021 | 1 | 2021 |
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