Audrey Durand

Audrey Durand

Université Laval

H-index: 16

North America-Canada

About Audrey Durand

Audrey Durand, With an exceptional h-index of 16 and a recent h-index of 15 (since 2020), a distinguished researcher at Université Laval, specializes in the field of bandits, reinforcement learning, health informatics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Platform-based Adaptive Experimental Research in Education: Lessons Learned from Digital Learning Challenge

Development of AI-assisted microscopy frameworks through realistic simulation in pySTED

Chronic stress exposure alters the gut barrier: sex-specific effects on microbiota and jejunum tight junctions

Deep reinforcement learning for continuous wood drying production line control

Randomized Confidence Bounds for Stochastic Partial Monitoring

GrowSpace: A reinforcement learning environment for plant architecture

Neural Bandits for Data Mining: Searching for Dangerous Polypharmacy Check for updates

Erratum: Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm

Audrey Durand Information

University

Position

Assistant Professor Canada

Citations(all)

941

Citations(since 2020)

716

Cited By

444

hIndex(all)

16

hIndex(since 2020)

15

i10Index(all)

21

i10Index(since 2020)

18

Email

University Profile Page

Université Laval

Google Scholar

View Google Scholar Profile

Audrey Durand Skills & Research Interests

bandits

reinforcement learning

health informatics

Top articles of Audrey Durand

Title

Journal

Author(s)

Publication Date

Platform-based Adaptive Experimental Research in Education: Lessons Learned from Digital Learning Challenge

Ilya Musabirov

Mohi Reza

Steven Moore

Pan Chen

Harsh Kumar

...

2024

Development of AI-assisted microscopy frameworks through realistic simulation in pySTED

bioRxiv

Anthony Bilodeau

Albert Michaud-Gagnon

Julia Chabbert

Benoit Turcotte

Jörn Heine

...

2024

Chronic stress exposure alters the gut barrier: sex-specific effects on microbiota and jejunum tight junctions

Biological Psychiatry Global Open Science

Ellen Doney

Laurence Dion-Albert

Francois Coulombe-Rozon

Natasha Osborne

Renaud Bernatchez

...

2024/1/1

Deep reinforcement learning for continuous wood drying production line control

Computers in Industry

François-Alexandre Tremblay

Audrey Durand

Michael Morin

Philippe Marier

Jonathan Gaudreault

2024/1/1

Randomized Confidence Bounds for Stochastic Partial Monitoring

arXiv preprint arXiv:2402.05002

Maxime Heuillet

Ola Ahmad

Audrey Durand

2024/2/7

GrowSpace: A reinforcement learning environment for plant architecture

Computers and Electronics in Agriculture

Yasmeen Hitti

Ionelia Buzatu

Manuel Del Verme

Mark Lefsrud

Florian Golemo

...

2024/2/1

Neural Bandits for Data Mining: Searching for Dangerous Polypharmacy Check for updates

Artificial Intelligence for Personalized Medicine: Promoting Healthy Living and Longevity

Alexandre Larouche

Audrey Durand

Richard Khoury

Caroline Sirois

2023/9/1

Erratum: Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm

Journal of Machine Learning Research

Louis-Philippe Vignault

Audrey Durand

Pascal Germain

2023

Latent space evolution under incremental learning with concept drift (student abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

Charles Bourbeau

Audrey Durand

2023/6/26

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 …

JMIR diabetes

Seyedmostafa Mousavi

Dana Tannenbaum Greenberg

Ruth Ndjaboué

Michelle Greiver

Olivia Drescher

...

2023/4/27

Association Rules Mining with Auto-Encoders

arXiv preprint arXiv:2304.13717

Théophile Berteloot

Richard Khoury

Audrey Durand

2023/4/26

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

British Journal of Health Psychology

Mackenzie Wilson

Zachary M van Allen

Jeremy M Grimshaw

Jamie C Brehaut

Audrey Durand

...

2023/11

Interpret Your Care: Predicting the Evolution of Symptoms for Cancer Patients

arXiv preprint arXiv:2302.09659

Rupali Bhati

Jennifer Jones

Audrey Durand

2023/2/19

Annotation cost-sensitive deep active learning with limited data (student abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

Renaud Bernatchez

Audrey Durand

Flavie Lavoie-Cardinal

2022/6/28

A Game-Theoretic Perspective on Risk-Sensitive Reinforcement Learning.

Mathieu Godbout

Maxime Heuillet

Sharath Chandra Raparthy

Rupali Bhati

Audrey Durand

2022

Biomedical research and informatics living laboratory for innovative advances of new technologies in community mobility rehabilitation: Protocol for evaluation and …

Sara Ahmed

Philippe Archambault

Claudine Auger

Audrey Durand

Joyce Fung

...

2022/6/1

pySTED: a STED microscopy simulation tool for machine learning training

AAAI Workshop on AI to Accel. Sci. and Eng.(AI2ASE)

Benoit Turcotte

Anthony Bilodeau

Flavie Lavoie-Cardinal

Audrey Durand

2022

Informing the development of an outcome set and banks of items to measure mobility among individuals with acquired brain injury using natural language processing

BMC neurology

Rehab Alhasani

Mathieu Godbout

Audrey Durand

Claudine Auger

Anouk Lamontagne

...

2022/12/9

Microscopy analysis neural network to solve detection, enumeration and segmentation from image-level annotations

Nature Machine Intelligence

Anthony Bilodeau

Constantin VL Delmas

Martin Parent

Paul De Koninck

Audrey Durand

...

2022/5

Performative Prediction in Time Series: A Case Study

Rupali Bhati

Jennifer Jones

David Langelier

Anthony Reiman

Jonathan Greenland

...

2022/12/2

See List of Professors in Audrey Durand University(Université Laval)

Co-Authors

H-index: 68
Robert Sabourin

Robert Sabourin

École de Technologie Supérieure

H-index: 34
Christian Gagné

Christian Gagné

Université Laval

H-index: 7
Félix-Antoine Fortin

Félix-Antoine Fortin

Université Laval

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