Audrey Durand

Institut de Microélectronique, Electromagnétisme et Photonique FR

Publications

320

Citations

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Data combined from OpenAlex + Semantic Scholar. OA = OpenAlex S2 = Semantic Scholar

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Publication & Citation Trends

Publications

0 total

Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student Abstract) OA

Renaud Bernatchez, A. Durand, Flavie Lavoie-Cardinal - AAAI Conference on Artificial Intelligence, 2022

Cited by 2 Semantic Scholar

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

Anthony Bilodeau, Constantin V. L. Delmas, M. Parent, P. De Koninck, A. Durand - Nature Machine Intelligence, 2022

Cited by 31 Semantic Scholar

A Game-Theoretic Perspective on Risk-Sensitive Reinforcement Learning

Mathieu Godbout, M. Heuillet, S. Raparthy, R. Bhati, A. Durand - SafeAI@AAAI, 2022

Cited by 3 Semantic Scholar

Cambrian Explosion Algorithm for Multi-Objective Association Rules Mining OA

Théophile Berteloot, R. Khoury, A. Durand - arXiv.org, 2022

Cited by 0 Semantic Scholar

Routine Bandits: Minimizing Regret on Recurring Problems

Hassan Saber, Léo Saci, Odalric-Ambrym Maillard, A. Durand - ECML/PKDD, 2021

Cited by 2 Semantic Scholar

CARL: Conditional-value-at-risk Adversarial Reinforcement Learning

M. Godbout, M. Heuillet, Shantanu Chandra, R. Bhati, A. Durand - arXiv.org, 2021

Cited by 8 Semantic Scholar

Sequential Automated Machine Learning: Bandits-driven Exploration using a Collaborative Filtering Representation

M. Heuillet, Benoit Debaque, A. Durand - Unknown Venue, 2021

Cited by 2 Semantic Scholar

GrowSpace: Learning How to Shape Plants

Yasmeen Hitti, Ionelia Buzatu, Manuel Del Verme, M. Lefsrud, Florian Golemo - arXiv.org, 2021

Cited by 2 Semantic Scholar

Challenges in Statistical Analysis of Data Collected by a Bandit Algorithm: An Empirical Exploration in Applications to Adaptively Randomized Experiments

J. Williams, Jacob Nogas, Nina Deliu, Hammad Shaikh, S. Villar - arXiv.org, 2021

Cited by 12 Semantic Scholar

Development of a polygenic risk score to improve screening for fracture risk: A genetic risk prediction study OA

Vincenzo Forgetta, Julyan Keller-Baruch, Marie Forest, A. Durand, S. Bhatnagar - PLoS Medicine, 2020

Cited by 59 Semantic Scholar

Research Topics

Neurotransmitter Receptor Influence on Behavior (12) Memory and Neural Mechanisms (6) Receptor Mechanisms and Signaling (6) Neuroendocrine regulation and behavior (4) Neural and Behavioral Psychology Studies (3)

Affiliations

Centre National de la Recherche Scientifique

FR 2019 - 2015

Université de Bordeaux

FR 2019 - 2012

Inserm

FR 2012 - 2012

Institut Pprime

FR 2023 - 2023

Institut des Maladies Neurodégénératives

FR 2019 - 2015

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Audrey Durand

Publication & Citation Trends

Publications

Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student Abstract) OA

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

A Game-Theoretic Perspective on Risk-Sensitive Reinforcement Learning

Cambrian Explosion Algorithm for Multi-Objective Association Rules Mining OA

Routine Bandits: Minimizing Regret on Recurring Problems

CARL: Conditional-value-at-risk Adversarial Reinforcement Learning

Sequential Automated Machine Learning: Bandits-driven Exploration using a Collaborative Filtering Representation

GrowSpace: Learning How to Shape Plants

Challenges in Statistical Analysis of Data Collected by a Bandit Algorithm: An Empirical Exploration in Applications to Adaptively Randomized Experiments

Development of a polygenic risk score to improve screening for fracture risk: A genetic risk prediction study OA

Research Topics

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