List of publications






[1] Audrey Durand, Jean-Alexandre Beaumont, Christian Gagné, Michel Lemay and Sébastien Paquet,
"Query Completion Using Bandits for Engines Aggregation",
in Reinforcement Learning and Decision Making (RLDM), 06 2017.
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[2] Léon Nshimyumukiza, Jean-Alexandre Beaumont, Julie Duplantie, S Langlois, J Little, F Audibert, C McCabe, Jean Gekas, Yves Giguère, Christian Gagné, Daniel Reinharz and François Rousseau,
"Cell-Free DNA–Based Non-invasive Prenatal Screening for Common Aneuploidies in a Canadian Province: A Cost-Effectiveness Analysis",
Journal of Obstetrics and Gynaecology Canada, vol. In-Press, 2017.
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[3] Marc-André Gardner, Kalyan Sunkavalli, Ersin Yumer, Xiaohui Shen, Emiliano Gambaretto, Christian Gagné and Jean-François Lalonde,
"Learning to Predict Indoor Illumination from a Single Image",
ArXiv e-prints, vol. 1704.00090, 4 2017.
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[4] Mahdieh Abbasi and Christian Gagné,
"Robustness to Adversarial Examples through an Ensemble of Specialists",
in International Conference on Learning Representations (ICLR), Workshop Track, 4 2017.
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[5] Julien-Charles Lévesque, Audrey Durand, Christian Gagné and Robert Sabourin,
"Bayesian Optimization for Conditional Hyperparameter Spaces",
in Proc. of the International Joint Conference on Neural Networks (IJCNN), IEEE, 05 2017.
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[6] 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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[7] 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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[8] 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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[9] 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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[10] 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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