Speeding up the Training of Neural Networks with the One-Step Procedure
Wajd Meskini,
Alexandre Brouste,
Nicolas Dugué
Abstract:In the last decade, research and corporate have shown a dramatically growing interest in the field of machine learning, mostly due to the performances of deep neural networks. These increasingly complex architectures solved a wide range of problems. However, training these sophisticated architectures require many computation on advanced hardware. With this paper, we introduce a new approach based on the One-Step procedure that may fasten their training. In this procedure, an initial guess estimator is computed… Show more
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