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Audrey Durand

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2018
[c5]
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  - conf/aaai/RobitailleDGGKL18
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Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal:
Learning to Become an Expert: Deep Networks Applied to Super-Resolution Microscopy. AAAI 2018
[c4]
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Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal:
Rating Super-Resolution Microscopy Images With Deep Learning. AAAI 2018
[i4]
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  - journals/corr/abs-1803-10806
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Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal:
Learning to Become an Expert: Deep Networks Applied To Super-Resolution Microscopy. CoRR abs/1803.10806 (2018)
2017
[c3]
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  - conf/ijcnn/LevesqueDGS17
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Julien-Charles Levesque, Audrey Durand, Christian Gagné, Robert Sabourin:
Bayesian optimization for conditional hyperparameter spaces. IJCNN 2017: 286-293
[i3]
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  - journals/corr/DurandG17
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Audrey Durand, Christian Gagné:
Estimating Quality in User-Guided Multi-Objective Bandits Optimization. CoRR abs/1701.01095 (2017)
[i2]
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  - journals/corr/abs-1708-00768
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Audrey Durand, Odalric-Ambrym Maillard, Joelle Pineau:
Streaming kernel regression with provably adaptive mean, variance, and regularization. CoRR abs/1708.00768 (2017)
[i1]
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  - journals/corr/abs-1709-04095
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Audrey Durand, Jean-Alexandre Beaumont, Christian Gagné, Michel Lemay, Sébastien Paquet:
Query Completion Using Bandits for Engines Aggregation. CoRR abs/1709.04095 (2017)
2014
[j2]
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  - journals/paa/RainvilleDFTMPS14
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François-Michel De Rainville, Audrey Durand, Félix-Antoine Fortin, Kevin Tanguy, Xavier Maldague, Bernard Panneton, Marie-Josée Simard:
Bayesian classification and unsupervised learning for isolating weeds in row crops. Pattern Anal. Appl. 17(2): 401-414 (2014)
2012
[j1]
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  - journals/tsmc/DurandGNGRGR12
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Audrey Durand, Christian Gagné, Léon Nshimyumukiza, Mathieu Gagnon, François Rousseau, Yves Giguère, Daniel Reinharz:
Population-Based Simulation for Public Health: Generic Software Infrastructure and Its Application to Osteoporosis. IEEE Trans. Systems, Man, and Cybernetics, Part A 42(6): 1396-1409 (2012)
[c2]
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  - conf/gecco/LevesqueDGS12
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Julien-Charles Levesque, Audrey Durand, Christian Gagné, Robert Sabourin:
Multi-objective evolutionary optimization for generating ensembles of classifiers in the ROC space. GECCO 2012: 879-886
2010
[c1]
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  - conf/scsc/DurandGGRGR10
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Audrey Durand, Christian Gagné, Marc-André Gardner, François Rousseau, Yves Giguère, Daniel Reinharz:
SCHNAPS: a generic population-based simulator for public health purposes. SummerSim 2010: 182-189

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