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Bogdan Mazoure
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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
1502021
Deep Reinforcement and InfoMax Learning
B Mazoure, RT Combes, T Doan, P Bachman, RD Hjelm
Advances in Neural Information Processing Systems, 2020
1042020
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
622021
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
572021
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
562019
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
442018
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
352019
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
282022
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
252022
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
222017
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
172019
GAN Q-learning
T Doan*, B Mazoure*, C Lyle
arXiv preprint arXiv:1805.04874, 2018
172018
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
13*2021
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
102021
An intelligent shopping list based on the application of partitioning and machine learning algorithms
N Tahiri, B Mazoure, V Makarenkov
SciPy Conference, 2019
102019
Learning About Progress From Experts
J Bruce, A Anand, B Mazoure, R Fergus
International Conference on Learning Representations, 2023
72023
Large language models as generalizable policies for embodied tasks
A Szot, M Schwarzer, H Agrawal, B Mazoure, R Metcalf, W Talbott, ...
The Twelfth International Conference on Learning Representations, 2023
62023
Contrastive Value Learning: Implicit Models for Simple Offline RL
B Mazoure, B Eysenbach, O Nachum, J Tompson
Conference on Robot Learning, 2022
52022
EmojiGAN: learning emojis distributions with a generative model
B Mazoure, T Doan, S Ray
EMNLP Workshop on Computational Approaches to Subjectivity, Sentiment and …, 2018
52018
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
52017
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