Deep Neural Networks as Optimal Control Problems

Diego Dias Sobrinho, Rafael Benchimol Klausner, Roberto Machado Velho

Resumo


Deep Neural networks play an important role in regression and classification problems. A new approach [1] regards the training of such networks via optimal control problems. [...]

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Referências


Martin Benning et al. “Deep learning as optimal control problems: Models and numerical methods”. In: Journal of Computational Dynamics 6.2 (2019), pp. 171–198.


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