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List of publications







[1] Mahdieh Abbasi and Christian Gagné,
"Robustness to Adversarial Examples through an Ensemble of Specialists",
ArXiv e-prints, vol. 1702.06856, 2 2017.
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[2] Julien-Charles Lévesque, Audrey Durand, Christian Gagné and Robert Sabourin,
"Bayesian Optimization for Conditional Hyperparameter Spaces",
in Accepted at the International Joint Conference on Neural Networks (IJCNN), IEEE, 05 2017.
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[3] Audrey Durand and Christian Gagné,
"Estimating Quality in User-Guided Multi-Objective Bandits Optimization",
ArXiv e-prints, vol. 1701.01095, 1 2017.
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[4] Farkhondeh Kiaee, Christian Gagné and Mahdieh Abbasi,
"Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks",
ArXiv e-prints, vol. 1611.01590, 11 2016.
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[5] Farkhondeh Kiaee, Christian Gagné and Hamid Sheikhzadeh,
"A Double-Layer ELM with Added Feature Selection Ability using a Sparse Bayesian Approach",
Neurocomputing, vol. 216, pp. 371‎ -- ‎380, 2016.
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[6] Sophie Baillargeon, Simon Hallé and Christian Gagné,
"Stream Clustering of Tweets",
in First International Workshop on Social Network Analysis Surveillance Techniques (SNAST 2016), 8 2016.
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[7] Vahab Akbarzadeh, Christian Gagné and Marc Parizeau,
"Sensor Control for Temporal Coverage Optimization",
in Proc. of the IEEE World Congress on Computational Intelligence (IEEE WCCI 2016) , 7 2016.
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[8] Julien-Charles Lévesque, Christian Gagné and Robert Sabourin,
"Bayesian Hyperparameter Optimization for Ensemble Learning",
in Proceedings of the 32nd conference on Uncertainty in Artificial Intelligence (UAI 2016), pp. 10, 06 2016.
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[9] Kevin Tanguy, Maxime Dubois, Karol Lina Lopez and Christian Gagné,
"Optimization Model and Economic Assessment of Collaborative Charging using Vehicle-To-Building",
Sustainable Cities and Society, vol. 26, pp. 496--506, 10 2016.
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[10] Léon Nshimyumukiza, Xavier Douville, Diane Fournier, Julie Duplantie, Rana Daher, Isabelle Charlebois, Jean Longtin, Jesse Papenburg, Maryse Guay, Maurice Boissinot, Michel G. Bergeron, Denis Boudreau, Christian Gagné, François Rousseau and Daniel Reinharz,
"Cost effectiveness analysis of antiviral treatment in the management of seasonal influenza A: point-of-care rapid test versus clinical judgment",
Influenza and Other Respiratory Viruses, vol. 10, no 2, pp. 113--121, 03 2016.
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