The tag sgd has no usage information. I do not know what it is for, anybody knows, and can provide a wiki?
I wrote the following wiki excerpt:
Stochastic gradient descent (SGD) is a variant of gradient descent where only a small subset ("mini-batch") of training examples is used to compute the gradient on each iteration.
Feel free to improve.
It might make sense to create a synonym