Bogdan Mazoure
Title
Cited by
Cited by
Year
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
212019
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
212018
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
172019
Identification and correction of spatial bias are essential for obtaining quality data in high-throughput screening technologies
B Mazoure, R Nadon, V Makarenkov
Scientific reports 7 (1), 1-10, 2017
142017
Deep Reinforcement and InfoMax Learning
B Mazoure, RT Combes, T Doan, P Bachman, RD Hjelm
Advances in Neural Information Processing Systems, 2020
132020
GAN Q-learning
T Doan*, B Mazoure*, C Lyle
arXiv preprint arXiv:1805.04874, 2018
102018
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
72019
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
62021
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
42017
EmojiGAN: learning emojis distributions with a generative model
B Mazoure*, T Doan*, S Ray
Proceedings of the 9th Workshop on Computational Approaches to Subjectivity …, 2018
32018
An intelligent shopping list based on the application of partitioning and machine learning algorithms
N Tahiri, B Mazoure, V Makarenkov
SciPy Conference, 2019
22019
Provably efficient reconstruction of policy networks
B Mazoure, T Doan, T Li, V Makarenkov, J Pineau, D Precup, ...
arXiv preprint arXiv:2002.02863, 2020
12020
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
12018
Alpha-Divergences in Variational Dropout
B Mazoure*, R Islam*
arXiv preprint arXiv:1711.04345, 2017
12017
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
2021
Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Offline RL
B Mazoure, P Mineiro, P Srinath, RS Sedeh, D Precup, A Swaminathan
arXiv preprint arXiv:2106.00589, 2021
2021
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
2021
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
2021
Representation of Reinforcement Learning Policies in Reproducing Kernel Hilbert Spaces
B Mazoure, T Doan, T Li, V Makarenkov, J Pineau, D Precup, ...
arXiv preprint arXiv:2002.02863, 2020
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
2019
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Articles 1–20