Bogdan Mazoure
TitleCited byYear
GAN Q-learning
T Doan*, B Mazoure*, C Lyle
arXiv preprint arXiv:1805.04874, 2018
52018
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), 11921, 2017
52017
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
42018
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
32019
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
22019
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
22018
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
22017
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 Life Sciences R&D 23 (5), 448-458, 2018
12018
Alpha-Divergences in Variational Dropout
B Mazoure*, R Islam*
arXiv preprint arXiv:1711.04345, 2017
12017
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
2019
PAC-Bayesian Analysis of Counterfactual Risk in Stochastic Contextual Bandits
J Wang, B Mazoure, G McCracken, D Venuto, A Durand
RLDM 2019, 475-482, 2019
2019
Learning Gaussian Graphical Models with Ordered Weighted L1 Regularization
C Mazza-Anthony, B Mazoure, M Coates
arXiv preprint arXiv:1906.02719, 2019
2019
An intelligent shopping list based on the application of partitioning and machine learning algorithms
N Tahiri, B Mazoure, V Makarenkov
SciPy Conference, 2019
2019
Estimating the structure of probabilistic graphical models through a Gaussian copula with discrete marginals
B Mazoure
McGill University, 2018
2018
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Articles 1–14