Audrey Durand
Audrey Durand
Assistant Professor, Université Laval, Canada
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Contextual bandits for adapting treatment in a mouse model of de novo carcinogenesis
A Durand, C Achilleos, D Iacovides, K Strati, GD Mitsis, J Pineau
Machine learning for healthcare conference, 67-82, 2018
Rapid testing versus karyotyping in Down's syndrome screening: cost-effectiveness and detection of clinically significant chromosome abnormalities
J Gekas, DG van den Berg, A Durand, M Vallée, HIJ Wildschut, E Bujold, ...
European Journal of Human Genetics 19 (1), 3-9, 2011
Bayesian classification and unsupervised learning for isolating weeds in row crops
FM De Rainville, A Durand, FA Fortin, K Tanguy, X Maldague, B Panneton, ...
Pattern Analysis & Applications, 1-14, 2012
Development of a polygenic risk score to improve screening for fracture risk: a genetic risk prediction study
V Forgetta, J Keller-Baruch, M Forest, A Durand, S Bhatnagar, JP Kemp, ...
PLoS medicine 17 (7), e1003152, 2020
A machine learning approach for online automated optimization of super-resolution optical microscopy
A Durand, T Wiesner, MA Gardner, LÉ Robitaille, A Bilodeau, C Gagné, ...
Nature communications 9 (1), 5247, 2018
Leveraging exploration in off-policy algorithms via normalizing flows
B Mazoure, T Doan, A Durand, J Pineau, RD Hjelm
Conference on Robot Learning, 430-444, 2020
Bayesian optimization for conditional hyperparameter spaces
JC Lévesque, A Durand, C Gagné, R Sabourin
2017 International Joint Conference on Neural Networks (IJCNN), 286-293, 2017
On-line adaptative curriculum learning for gans
T Doan, J Monteiro, I Albuquerque, B Mazoure, A Durand, J Pineau, ...
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3470-3477, 2019
An economic evaluation: Simulation of the cost/effectiveness and cost/utility of universal prevention strategies against osteoporosis‐related fractures
L Nshimyumukiza, A Durand, M Gagnon, X Douville, S Morin, C Lindsay, ...
Journal of Bone and Mineral Research 28 (2), 383-394, 2012
Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space
JC Lévesque, A Durand, C Gagné, R Sabourin
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
Cost-effectiveness and accuracy of prenatal Down syndrome screening strategies: should the combined test continue to be widely used?
J Gekas, A Durand, E Bujold, M Vallée, JC Forest, F Rousseau, ...
American journal of obstetrics and gynecology 204 (2), 175. e1-175. e8, 2011
Streaming kernel regression with provably adaptive mean, variance, and regularization
A Durand, OA Maillard, J Pineau
Journal of Machine Learning Research 19 (17), 1-34, 2018
Old dog learns new tricks: Randomized ucb for bandit problems
S Vaswani, A Mehrabian, A Durand, B Kveton
arXiv preprint arXiv:1910.04928, 2019
Thompson Sampling for Combinatorial Bandits and its Application to Online Feature Selection
A Durand, C Gagné
Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 6-9, 2014
Temporal regularization for markov decision process
P Thodoroff, A Durand, J Pineau, D Precup
Advances in Neural Information Processing Systems 31, 2018
Microscopy analysis neural network to solve detection, enumeration and segmentation from image-level annotations
A Bilodeau, CVL Delmas, M Parent, P De Koninck, A Durand, ...
Nature Machine Intelligence 4 (5), 455-466, 2022
Attraction-repulsion actor-critic for continuous control reinforcement learning
T Doan, B Mazoure, M Abdar, A Durand, J Pineau, RD Hjelm
arXiv preprint arXiv:1909.07543, 2019
Exploring polypharmacy with artificial intelligence: data analysis protocol
C Sirois, R Khoury, A Durand, PL Deziel, O Bukhtiyarova, Y Chiu, ...
BMC Medical Informatics and Decision Making 21, 1-8, 2021
Pharmacists’ perceptions of a machine learning model for the identification of atypical medication orders
SC Hogue, F Chen, G Brassard, D Lebel, JF Bussières, A Durand, ...
Journal of the American Medical Informatics Association 28 (8), 1712-1718, 2021
Streaming kernel regression with provably adaptive mean, variance, and regularization
A Durand, OA Maillard, J Pineau
arXiv preprint arXiv:1708.00768, 2017
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