Audrey Durand
Audrey Durand
Assistant Professor, Université Laval, Canada
Verified email at - Homepage
Cited by
Randomized Confidence Bounds for Stochastic Partial Monitoring
M Heuillet, O Ahmad, A Durand
arXiv preprint arXiv:2402.05002, 2024
GrowSpace: A reinforcement learning environment for plant architecture
Y Hitti, I Buzatu, M Del Verme, M Lefsrud, F Golemo, A Durand
Computers and Electronics in Agriculture 217, 108613, 2024
Development of AI-assisted microscopy frameworks through realistic simulation in pySTED
A Bilodeau, A Michaud-Gagnon, J Chabbert, B Turcotte, J Heine, ...
bioRxiv, 2024.03. 25.586697, 2024
Chronic stress exposure alters the gut barrier: sex-specific effects on microbiota and jejunum tight junctions
E Doney, L Dion-Albert, F Coulombe-Rozon, N Osborne, R Bernatchez, ...
Biological Psychiatry Global Open Science 4 (1), 213-228, 2024
Deep reinforcement learning for continuous wood drying production line control
FA Tremblay, A Durand, M Morin, P Marier, J Gaudreault
Computers in Industry 154, 104036, 2024
Reducing touching eyes, nose and mouth (‘T‐zone’) to reduce the spread of infectious disease: A prospective study of motivational, volitional and non‐reflective predictors
M Wilson, ZM van Allen, JM Grimshaw, JC Brehaut, A Durand, JF Lalonde, ...
British Journal of Health Psychology 28 (4), 893-913, 2023
Neural Bandits for Data Mining: Searching for Dangerous Polypharmacy Check for updates
A Larouche, A Durand, R Khoury, C Sirois
Artificial Intelligence for Personalized Medicine: Promoting Healthy Living …, 2023
Latent space evolution under incremental learning with concept drift (student abstract)
C Bourbeau, A Durand
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16166 …, 2023
The influence of age, sex, and socioeconomic status on glycemic control among people with type 1 and type 2 diabetes in Canada: Patient-led longitudinal retrospective cross …
S Mousavi, D Tannenbaum Greenberg, R Ndjaboué, M Greiver, ...
JMIR diabetes 8, e35682, 2023
Association Rules Mining with Auto-Encoders
T Berteloot, R Khoury, A Durand
arXiv preprint arXiv:2304.13717, 2023
Interpret Your Care: Predicting the Evolution of Symptoms for Cancer Patients
R Bhati, J Jones, A Durand
arXiv preprint arXiv:2302.09659, 2023
Neural bandits for data mining: searching for dangerous polypharmacy
A Larouche, A Durand, R Khoury, C Sirois
International Workshop on Health Intelligence, 57-74, 2023
Erratum: Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm
LP Vignault, A Durand, P Germain
Journal of Machine Learning Research 24 (294), 1-13, 2023
Informing the development of an outcome set and banks of items to measure mobility among individuals with acquired brain injury using natural language processing
R Alhasani, M Godbout, A Durand, C Auger, A Lamontagne, S Ahmed
BMC neurology 22 (1), 464, 2022
Performative Prediction in Time Series: A Case Study
R Bhati, J Jones, D Langelier, A Reiman, J Greenland, K Campbell, ...
NeurIPS 2022 Workshop on Learning from Time Series for Health, 2022
Cambrian Explosion Algorithm for Multi-Objective Association Rules Mining
T Berteloot, R Khoury, A Durand
arXiv preprint arXiv:2211.12767, 2022
Tracking the Risk of Machine Learning Systems with Partial Monitoring
M Heuillet, A Durand
NeurIPS ML Safety Workshop, 2022
Annotation cost-sensitive deep active learning with limited data (student abstract)
R Bernatchez, A Durand, F Lavoie-Cardinal
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12913 …, 2022
Biomedical research and informatics living laboratory for innovative advances of new technologies in community mobility rehabilitation: Protocol for evaluation and …
S Ahmed, P Archambault, C Auger, A Durand, J Fung, E Kehayia, ...
JMIR research protocols 11 (6), e12506, 2022
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
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