actualización de descenso de gradiente estocástico calculada

English translation: calculated update of a stochastic gradient descent

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Spanish term or phrase:actualización de descenso de gradiente estocástico calculada
English translation:calculated update of a stochastic gradient descent
Entered by: Robert Copeland

14:29 Jul 22, 2020
Spanish to English translations [PRO]
Mathematics & Statistics
Spanish term or phrase: actualización de descenso de gradiente estocástico calculada
Context: El optimizador ADAM se utilizó para entrenar a la red con una tasa de aprendizaje inicial de 0.001. Este algoritmo podría considerarse como una actualización para RMSProp, que ofrece corección de sesgo e impulso. Proporciona tasas de aprendizaje adaptivo para la actualización de descenso de gradiente estocástico calculada desde el primer y segundo momento de los gradientes.
Robert Copeland
United States
Local time: 07:37
calculated update of a stochastic gradient descent
Explanation:
Gradient descent is a first-order iterative optimization algorithm for finding a local minimum of a differentiable function. To find a local minimum of a function using gradient descent, we take steps proportional to the negative of the gradient (or approximate gradient) of the function at the current point.
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Francois Boye
United States
Local time: 07:37
Grading comment
4 KudoZ points were awarded for this answer



Summary of answers provided
4calculated update of a stochastic gradient descent
Francois Boye
4 -1updated stochastic gradient descent calculated
philgoddard


Discussion entries: 2





  

Answers


55 mins   confidence: Answerer confidence 4/5Answerer confidence 4/5 peer agreement (net): -1
updated stochastic gradient descent calculated


Explanation:
Stochastic gradient descent (often abbreviated SGD) is an iterative method for optimizing an objective function with suitable smoothness properties (e.g. differentiable or subdifferentiable).
http://en.wikipedia.org/wiki/Stochastic_gradient_descent

I'm not sure why is says "calculada", since the only feminine singular noun is "actualización", but this doesn't affect the translation.

philgoddard
United States
Native speaker of: English
PRO pts in category: 43

Peer comments on this answer (and responses from the answerer)
disagree  Francois Boye: it's the update that is calculated
2 hrs
  -> Yes, that's why I said updated... calculated. Your answer is the same as mine.
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3 hrs   confidence: Answerer confidence 4/5Answerer confidence 4/5
calculated update of a stochastic gradient descent


Explanation:
Gradient descent is a first-order iterative optimization algorithm for finding a local minimum of a differentiable function. To find a local minimum of a function using gradient descent, we take steps proportional to the negative of the gradient (or approximate gradient) of the function at the current point.

Francois Boye
United States
Local time: 07:37
Specializes in field
Native speaker of: Native in FrenchFrench
PRO pts in category: 72
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