Assertion: gradient descent | /r/CapableOf | do with the expectation
Facets:
value: in the update
type: TEMPORAL
value: simply
type: MANNER
Source sentences:
text: Stochastic Gradient Descent (SGD) simply does away with the expectation in the update and computes the gradient of the parameters using only a single or a few training examples.