Stochastic gradient descent has fewer amount of computation per gradient update than standard gradient descent.*TrueFalse
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Stochastic gradient descent has fewer amount of computation per gradient update than standard gradient descent.*TrueFalse
In Stochastic Gradient Descent, each update is noisier than in batch gradient descent, which can be a , but can also help escape
In Stochastic Gradient Descent, each update is noisier than in batch gradient descent, which can be a , but can also help escape .
In Stochastic Gradient Descent, the term "stochastic" refers to the fact that the algorithm uses a __________ subset of data to perform an update.
Which of the folowing is not an optimizer function?Stochastic Gradient Descent (SGD)