Deep Neural Networks as Optimal Control Problems

Autores/as

  • Diego Dias Sobrinho
  • Rafael Benchimol Klausner
  • Roberto Machado Velho

Resumen

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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Biografía del autor/a

Diego Dias Sobrinho

UFRJ, Rio de Janeiro, Brazil

Rafael Benchimol Klausner

PSR Energy Consulting and Analytics, Rio de Janeiro, Brazil

Roberto Machado Velho

Sarpen Quant Investments, São Paulo, Brazil

Citas

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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Publicado

2022-12-08

Número

Sección

Resumos