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Christian Gagné is a Full Professor in the Department of Electrical and Computer Engineering at Université Laval. He is director (on leave) of the Institute Intelligence and Data (IID). His research interests are on the development of methods for machine learning and stochastic optimization. In particular, he is interested by deep neural networks, representation learning and transfer, meta-learning and multitask learning. He is also interested by optimization approaches based on probabilistic models and evolutionary algorithms for black-box optimization and automatic programming, among others. A significant share of his research work is on the practical use of these techniques in domains such as computer vision, microscopy, health, energy and transportation.
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