| 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 | 28 | 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 | 28 | 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 | 21 | 2019 |
| 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, 104418, 2021 | 20 | 2021 |
| Deep Reinforcement and InfoMax Learning B Mazoure, RT Combes, T Doan, P Bachman, RD Hjelm Advances in Neural Information Processing Systems, 2020 | 19 | 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 | 17 | 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 | 17 | 2017 |
| GAN Q-learning T Doan*, B Mazoure*, C Lyle arXiv preprint arXiv:1805.04874, 2018 | 11 | 2018 |
| 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 | 8 | 2021 |
| 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 | 8 | 2019 |
| An intelligent shopping list based on the application of partitioning and machine learning algorithms N Tahiri, B Mazoure, V Makarenkov SciPy Conference, 2019 | 5 | 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 |
| Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL B Mazoure, AM Ahmed, P MacAlpine, RD Hjelm, A Kolobov arXiv preprint arXiv:2106.02193, 2021 | 3 | 2021 |
| Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning B Mazoure, P Mineiro, P Srinath, RS Sedeh, D Precup, A Swaminathan arXiv preprint arXiv:2106.00589, 2021 | 2* | 2021 |
| Alpha-Divergences in Variational Dropout B Mazoure*, R Islam* arXiv preprint arXiv:1711.04345, 2017 | 2 | 2017 |
| Provably efficient reconstruction of policy networks B Mazoure, T Doan, T Li, V Makarenkov, J Pineau, D Precup, ... arXiv preprint arXiv:2002.02863, 2020 | 1 | 2020 |
| 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 | 1 | 2019 |
| Identification and Correction of Additive and Multiplicative Spatial Biases in Experimental High-Throughput Screening B Mazoure, I Caraus, R Nadon, V Makarenkov SLAS DISCOVERY: Advancing the Science of Drug Discovery 23 (5), 448-458, 2018 | 1 | 2018 |
| 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), 1-10, 2022 | | 2022 |
R Devon HjelmMicrosoft Research, University of Montreal, MilaVerified email at microsoft.com
