Audrey Durand
Orcid: 0000-0001-9290-8603
According to our database1,
Audrey Durand
authored at least 42 papers
between 2010 and 2024.
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Bibliography
2024
Comput. Ind., January, 2024
2023
CoRR, 2023
Latent Space Evolution under Incremental Learning with Concept Drift (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Microscopy analysis neural network to solve detection, enumeration and segmentation from image-level annotations.
Nat. Mach. Intell., 2022
CoRR, 2022
Proceedings of the 35th Canadian Conference on Artificial Intelligence, Toronto, Ontario, 2022
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
BMC Medical Informatics Decis. Mak., 2021
Pharmacists' perceptions of a machine learning model for the identification of atypical medication orders.
J. Am. Medical Informatics Assoc., 2021
Challenges in Statistical Analysis of Data Collected by a Bandit Algorithm: An Empirical Exploration in Applications to Adaptively Randomized Experiments.
CoRR, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
2020
Comparison of pharmacist evaluation of medication orders with predictions of a machine learning model.
CoRR, 2020
A Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Handling Black Swan Events in Deep Learning with Diversely Extrapolated Neural Networks.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
CoRR, 2019
Proceedings of the 3rd Annual Conference on Robot Learning, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Streaming kernel regression with provably adaptive mean, variance, and regularization.
J. Mach. Learn. Res., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Contextual Bandits for Adapting Treatment in a Mouse Model of de Novo Carcinogenesis.
Proceedings of the Machine Learning for Healthcare Conference, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2015
Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015
2014
Pattern Anal. Appl., 2014
2012
Population-Based Simulation for Public Health: Generic Software Infrastructure and Its Application to Osteoporosis.
IEEE Trans. Syst. Man Cybern. Part A, 2012
Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
2010
Proceedings of the SummerSim '10, 2010